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50 public repositories
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Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.
Updated
Jul 25, 2019
Jupyter Notebook
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
Updated
Feb 7, 2022
Jupyter Notebook
LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development for automation of the process.
Updated
Feb 8, 2022
Python
Land Cover Change Detection using Satellite Image Segmentation.
Updated
Sep 16, 2023
Python
This repository contains the computer code of a semi-automated framework for land cover mapping using OBIA and local USPO
Updated
Sep 10, 2020
Jupyter Notebook
Satsense is a Python library for land use/cover classification using satellite imagery
Updated
Jun 18, 2020
Jupyter Notebook
A web mapping app to test, tweak and train the land cover classification from a deep neural network model built by @microsoft
Updated
May 24, 2018
JavaScript
Reproducible remote sensing analysis using Google Earth Engine (GEE) to identify vegetation change in Columbia.
Updated
Sep 23, 2020
Jupyter Notebook
Land Cover Classification System Database Model
Updated
Jan 29, 2024
Python
Image segmentation of cultivated land
Updated
May 29, 2024
Python
Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth project
Updated
Mar 12, 2021
Jupyter Notebook
Code repository for the ENS Challenge Data 2021 by Preligens
Updated
Jan 25, 2021
Python
GEE code for national-scale land cover classification using Sentinel imagery
Updated
Oct 23, 2020
JavaScript
Land Cover Classification System Web Service
Updated
Apr 22, 2024
Python
TiSeLaC ECML/PKDD 2017 discovery challenge solution
Updated
Dec 7, 2020
Common Lisp
R Client Library for Land Cover Classification System Web Service
R Client Library for Web Land Trajectory Service
Land Cover Classification System Web Service Specification
Python Client Library for Land Cover Classification System Web Service
Updated
Nov 28, 2023
Python
Land Use and Land Cover (LULC) Classification using Convolutional Neural Networks and Transfer Learning
Updated
Jul 14, 2020
Jupyter Notebook
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