Region_Based_Image_Segmentation_full_CT_SCAN.ipynb

{
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  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Region-Based_Image-Segmentation_full-CT-SCAN.ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# Medical Image Segmentation on a Full ct Scan (non-covid/ct_scan_0)\n",
        "* This notebook tests Region-Based image segmentation for lung in CT chest image. It loops through the folder of images and change them into masks in the same folder. It runs on full CT scan (non-covid/ct_scan_0)\n",
        "* The method id at https://github.com/kenanmorani/Images_Preprocessing/blob/main/Region_Based_Segmentation.ipynb.\n",
        "* Dependencies are: skimage, open-cv, numpy, and matplotlib.\n"
      ],
      "metadata": {
        "id": "w96aNS17Awqg"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "_OY94hrRQnqb"
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import skimage.io\n",
        "import skimage.color\n",
        "import skimage.filters\n",
        "from skimage.io import imread\n",
        "from skimage.color import rgb2gray\n",
        "import cv2\n",
        "import glob, os\n",
        "from skimage import data"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from PIL import Image as im"
      ],
      "metadata": {
        "id": "icRnHt4drzeX"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "zmkiru3OQ5pV",
        "outputId": "c4ef29bb-b953-4157-ff42-ca8666b08e85"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from skimage.filters import sobel\n",
        "cv_img = []\n",
        "for img in glob.glob(\"/content/drive/MyDrive/Covid_data/Training Set/non-covid/non-covid/ct_scan_0/*.jpg\"):\n",
        "    img1= img\n",
        "    n= cv2.imread(img)\n",
        "    n= cv2.cvtColor(n, cv2.COLOR_BGR2GRAY)\n",
        "    img = cv2.GaussianBlur(n, (5, 5), 0)\n",
        "    img = cv2.erode(img, None, iterations=2)\n",
        "    img = cv2.dilate(img, None, iterations=2)\n",
        "    elevation_map = sobel(img)\n",
        "    # we find markers of the background and the coins based on the extreme parts of the histogram of grey values\n",
        "    markers = np.zeros_like(n)\n",
        "    # Choosing extreme parts of the histogram of grey values\n",
        "    markers[n < 70] = 1\n",
        "    markers[n > 254] = 2\n",
        "    #we use the watershed transform to fill regions of the elevation map starting from the markers determined above:\n",
        "    segmentation = skimage.morphology.watershed(elevation_map, markers)\n",
        "    ret, gray = ret, gray = cv2.threshold(segmentation.astype(np.uint8), 1, 255, cv2.THRESH_BINARY)\n",
        "    for x in range(gray.shape[1]):\n",
        "    # Fill dark top pixels:\n",
        "     if gray[0, x] == 0:\n",
        "        cv2.floodFill(gray, None, seedPoint=(x, 0), newVal=255, loDiff=3, upDiff=3)  # Fill the background with white color\n",
        "    # Fill dark bottom pixels:\n",
        "     if gray[-1, x] == 0:\n",
        "        cv2.floodFill(gray, None, seedPoint=(x, gray.shape[0]-1), newVal=255, loDiff=3, upDiff=3)  # Fill the background with white color\n",
        "\n",
        "    for y in range(gray.shape[0]):\n",
        "    # Fill dark left side pixels:\n",
        "     if gray[y, 0] == 0:\n",
        "        cv2.floodFill(gray, None, seedPoint=(0, y), newVal=255, loDiff=3, upDiff=3)  # Fill the background with white color\n",
        "    # Fill dark right side pixels:\n",
        "     if gray[y, -1] == 0:\n",
        "        cv2.floodFill(gray, None, seedPoint=(gray.shape[1]-1, y), newVal=255, loDiff=3, upDiff=3)  # Fill the background with white color\n",
        "    file_name, file_ext = os.path.splitext(img1)\n",
        "    gray = im.fromarray(gray)\n",
        "    gray.save('{}.jpg'.format(file_name))\n",
        "\n",
        "    cv_img.append(n)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HgDtWx7tUJsF",
        "outputId": "1684015a-a75e-42ed-e3ae-60ad8a214e06"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n",
            "/usr/local/lib/python3.7/dist-packages/skimage/morphology/_deprecated.py:5: skimage_deprecation: Function ``watershed`` is deprecated and will be removed in version 0.19. Use ``skimage.segmentation.watershed`` instead.\n",
            "  def watershed(image, markers=None, connectivity=1, offset=None, mask=None,\n"
          ]
        }
      ]
    }
  ]
}