Udacity DataScience nanodegree image classifier problem
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Jun 23, 2019 - HTML
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transfer-learning-with-cnn
Here are 24 public repositories matching this topic...
Transfer learning using InceptionV3 Keras model for Chest X-Ray Classification
python
image
tensorflow
keras
image-classification
image-classifier
transfer-learning
deep-learn
transfer-learning-with-cnn
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Sep 18, 2019 - Jupyter Notebook
Constructed an algorithm that works on user supplied image. If a dog is detected, it estimates the breed of the dog, Trained using Transfer learning with CNN.
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May 24, 2020 - Jupyter Notebook
A Deep Learning Humerus Bone Fracture Detection Model which classifies a broken humerus bone X-ray image from a normal X-ray image with no fracture using Back Propagation, Regularization, Convolutional Neural Networks (CNN), Auto-Encoders (AE) and Transfer Learning.
python
computer-vision
deep-learning
artificial-neural-networks
convolutional-neural-networks
class-activation-maps
transfer-learning-with-cnn
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Jun 2, 2020 - Jupyter Notebook
Behavioral Cloning (project 4 of 9 from Udacity Self-Driving Car Engineer Nanodegree)
python
machine-learning
deep-learning
keras
cnn
dropout
convolutional-neural-networks
behavioral-cloning
transfer-learning
convolutional-neural-network
keras-models
keras-neural-networks
cnn-keras
keras-tensorflow
pooling
neural-networks-from-scratch
transfer-learning-with-cnn
keras-model
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Jul 26, 2020 - Python
An Azure based computer vision web app
machine-learning
computer-vision
tensorflow
convolutional-neural-networks
transfer-learning-with-cnn
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Sep 10, 2020 - Python
Given an image, detects whether there is a human face or a dog in it. In case it is a dog, the algorithm classifies the breed of the dog. Deep Learning Nanodegree project.
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Nov 4, 2020 - Jupyter Notebook
Convolutional Neural Networks capable of classifying Normal vs. Pneumonia frontal chest radiograph (a set of 32 images in 8 seconds) using Transfer Learning with ResNet50
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Jul 14, 2021 - Jupyter Notebook
TFM-Lung-Disease-Classifier
python
tensorflow
numpy
keras
grad-cam
pandas
flask-application
segmentation
convolutional-neural-networks
googlecolab
transfer-learning-with-cnn
vision-transformer
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Oct 11, 2021 - Jupyter Notebook
Transfer Learning using InceptionResNetV2 to the Augmented Neuroimage Data for the Autism Spectrum Disorder (ASD) Classification, using ABIDE I dataset.
deep-learning
convolutional-neural-networks
transfer-learning
binary-classification
augmentation
autism-spectrum-disorder
inception-resnet-v2
transfer-learning-with-cnn
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Nov 22, 2021 - Python
A transfer learning based COVID-19 lung x-ray classifier made into a WebApp!
pytorch
cnn-classification
pytorch-cnn
transfer-learning-with-cnn
streamlit
covid-19
streamlit-webapp
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Nov 22, 2021 - Jupyter Notebook
Content-Based Image Retrieval System using multiple images deciphers for feature extraction
search-engine
phash
hog-features-extraction
image-search-engine
sift-features
transfer-learning-with-cnn
surf-feature-extraction
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Dec 8, 2021 - Jupyter Notebook
Multi-object Detection System for Plant Stomata Phenotypic Traits, release only, which has been published on IEEE/ACM-TCBB 2021 (CCF-B)
computer-vision
deep-learning
object-detection
transfer-learning-with-cnn
stomata-detection
deep-learning-application
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Apr 3, 2022
Identifying and classifying brain tumors in MRI scans using convolutional neural networks
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Jun 4, 2022 - Jupyter Notebook
An end-to-end multi-class image classification system(web app) that classifies 101 classes of food. I'll be implementing the popular CNN architecture while utilizing the full power of transfer learning to extract features and fine-tune layers. I'll also build an interactive UI using react-js and deploy the system.
machine-learning
deep-learning
tensorflow
image-classification
convolutional-neural-networks
transfer-learning-with-cnn
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Aug 22, 2022 - Jupyter Notebook
INR Denomination Recognition is an image classification project
deep-learning
tensorflow
keras
cnn
feature-extraction
image-classification
transfer-learning
keras-tensorflow
fine-tuning
tensorflow2
transfer-learning-with-cnn
efficientnetb0
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Aug 23, 2022 - Jupyter Notebook
Waste image classification platform to promote sustainability | Created at HackMIT 2022
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Oct 3, 2022 - Jupyter Notebook
It is a autonomous robot equipped with sensors and cameras with deep learning algorithms to monitor and maintain crop health and act as an aid to farmers and huge estate or nursery owners
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Jan 24, 2023 - Python
linear-regression
pytorch
classification
logistic-regression
convolutional-neural-networks
transfer-learning
multilayer-perceptron-network
cnn-pytorch
transfer-learning-with-cnn
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Feb 5, 2023 - Jupyter Notebook
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