GitHub - jssweller/cancer_cells: Neural network classifier for cancer cell images.

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Neural network classifier for cancer cell images.

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Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
output_files		output_files
.gitignore		.gitignore
README.txt		README.txt
cell_classifier_activations.ipynb		cell_classifier_activations.ipynb
label_image.py		label_image.py
retrain.py		retrain.py
retrain_helper.ipynb		retrain_helper.ipynb
test_classifier.ipynb		test_classifier.ipynb

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Author: Jesse Weller
Date: October 22, 2018


Cell images are in directory: original_cell_type_images
Use cell_classifier.ipynb to classify images and visualize layer activations.
Use test_classifier.ipynb to analyze classifier accuracy.
Use retrain_helper.ipynb to train a new model.

Only a few pretrained model .pb files are included in repo due to large size. You can generate them using retrain_helper.ipynb, and then use them to classify images using cell_classifier.ipynb.