├── .github └── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── CODE_OF_CONDUCT.md ├── LICENSE ├── Labels ├── Test CSV │ └── testLables.csv └── Train CSV │ ├── trainLabels.csv │ ├── trainLabels_find_black_images.csv │ └── trainlabel_master_v2.csv ├── README.md ├── images ├── Confusion matrix for labels │ ├── testLabel_confusion_matrix.png │ ├── trainLabels_confusion_matrix.png │ └── trainlabel_master_v2_confusion_matrix.png ├── Normalize test │ ├── original image.png │ ├── with_m1.png │ └── with_m2.png ├── Train image samples │ └── sample │ │ ├── crop_224 │ │ ├── 10_left.jpeg │ │ ├── 10_right.jpeg │ │ ├── 13_left.jpeg │ │ ├── 13_right.jpeg │ │ ├── 15_left.jpeg │ │ ├── 15_right.jpeg │ │ ├── 16_left.jpeg │ │ ├── 16_right.jpeg │ │ ├── 17_left.jpeg │ │ └── 17_right.jpeg │ │ ├── crop_256 │ │ ├── 10_left.jpeg │ │ ├── 10_right.jpeg │ │ ├── 13_left.jpeg │ │ ├── 13_right.jpeg │ │ ├── 15_left.jpeg │ │ ├── 15_right.jpeg │ │ ├── 16_left.jpeg │ │ ├── 16_right.jpeg │ │ ├── 17_left.jpeg │ │ └── 17_right.jpeg │ │ ├── crop_299 │ │ ├── 10_left.jpeg │ │ ├── 10_right.jpeg │ │ ├── 13_left.jpeg │ │ ├── 13_right.jpeg │ │ ├── 15_left.jpeg │ │ ├── 15_right.jpeg │ │ ├── 16_left.jpeg │ │ ├── 16_right.jpeg │ │ ├── 17_left.jpeg │ │ └── 17_right.jpeg │ │ ├── crop_512 │ │ ├── 10_left.jpeg │ │ ├── 10_right.jpeg │ │ ├── 13_left.jpeg │ │ ├── 13_right.jpeg │ │ ├── 15_left.jpeg │ │ ├── 15_right.jpeg │ │ ├── 16_left.jpeg │ │ ├── 16_right.jpeg │ │ ├── 17_left.jpeg │ │ └── 17_right.jpeg │ │ └── original_sample │ │ ├── 10_left.jpeg │ │ ├── 10_right.jpeg │ │ ├── 13_left.jpeg │ │ ├── 13_right.jpeg │ │ ├── 15_left.jpeg │ │ ├── 15_right.jpeg │ │ ├── 16_left.jpeg │ │ ├── 16_right.jpeg │ │ ├── 17_left.jpeg │ │ └── 17_right.jpeg └── readme │ ├── 17_left_horizontal_white.jpg │ ├── DR_vs_Frequency_tableau.png │ ├── DR_vs_frequency_balanced.png │ ├── No_DR_white_border_1.png │ ├── No_DR_white_border_2.png │ ├── PDF_Generated_1.jpg │ ├── PDF_Generated_1_2.jpg │ ├── Proliferative_DR_white_border_1.png │ ├── Proliferative_DR_white_border_2.png │ ├── dr_scan.gif │ ├── sample_images_unscaled.jpg │ ├── trainLabels_confusion_matrix.png │ ├── trainlabel_master_v2_confusion_matrix.png │ ├── upload_image_1.jpg │ ├── upload_image_1_2.jpg │ └── upload_image_2.jpg └── src ├── Model ├── main.py ├── model.py └── validate.py ├── Preprocessing Scripts ├── Test │ ├── 1_test_crop_and_resize.py │ ├── 2_test_Denoise_and_CLAHE.py │ └── Ben Graham │ │ ├── 1_remove_boundary_effects_test.py │ │ └── 2_cropResize_test.py └── Train │ ├── 1_crop_and_resize.py │ ├── 2_find_black_images.py │ ├── 3_rotate_images.py │ ├── 4_reconcile_label.py │ ├── 5.1_visualize_array.py │ ├── 5_image_to_array.py │ ├── 6_Denoise_and_CLAHE.py │ └── Ben Graham │ ├── 1_remove_boundary_effects.py │ ├── 2_cropResize.py │ └── 3_rotateImages.py └── miscellaneous scripts ├── Data Cleaning ├── Augment script │ └── visualize_numpy_array.py ├── OpenCV_augment │ ├── demo.py │ ├── opencv_Denoise_effect.py │ └── opnecv_CLAHE_effect.py └── Test_prog │ ├── test_crop_and_resize.py │ ├── tfrecord-2(ParthPurani).py │ └── tfrecords-1(ParthPurani).py ├── Final File to Run ├── cnn_normal.py ├── cnn_normal_optimizer_SGD.py ├── cnn_with_batchNorm.py └── cnn_with_classWeights.py ├── Greg(dsi-captsone) ├── cnn.py ├── cnn_class.py └── cnn_multi.py ├── How to predict new input(Mnist) ├── Predict_on_image(predict).py ├── Predict_on_image(predict_generator).py └── sample_prediction.json ├── InceptionV3 ├── Inceptionv3.py ├── data_augment.py ├── delete.ipynb ├── load_weights_inception.ipynb ├── model_with_top.png └── model_without_top.png ├── Inception_Finetune.py ├── Parths_script ├── DR_scripts │ ├── FFdf-to-FFdir.py │ ├── Model_Ben_Parth.py │ ├── PARTH_main.py │ ├── PARTH_model.py │ ├── PARTH_model_x.py │ ├── PARTH_model_x2.py │ ├── PARTH_model_x3.py │ ├── Random_transfer.py │ ├── asdf.py │ ├── augment_FFD.py │ ├── exp.py │ ├── exprement.py │ ├── main.py │ ├── moganbo.py │ ├── pp.py │ ├── test_transfer.py │ └── transfer_images.py ├── PARTH_main.py └── PARTH_model.py ├── Split_Code_In_Modules1 ├── Model_Ben_Parth2_loss_change.py └── main.py ├── Split_Code_In_Modules2 ├── Model.py └── main.py ├── Train_again_on_saved model ├── cnn 2.py ├── mnist_dense.py ├── save_model_(mnist_dense).py ├── saved_model │ ├── Final_saved.h5 │ ├── saved2.h5 │ ├── saved_epoch_10.h5 │ └── saved_epoch_16.h5 └── test.txt ├── United Kingdom(Research paper) ├── CNN.py └── results.csv ├── jeffreyDF ├── clone_jeffreydf.py └── model_parameters.txt ├── label visualize ├── Retinopathy_vs_Frequency_All.png ├── Retinopathy_vs_Frequency_Binary.png ├── testLables.csv ├── testlabels.png ├── trainLabels.png ├── trainlabel_master_v2.csv └── visualise_csv.py ├── plot_confusion_matrix.py ├── split data for train(floydhub) ├── 1 │ ├── PART_1_cnn_binary_class │ │ ├── PART_1_cnn_binary_class.py │ │ └── floyd.yml │ ├── PART_1_cnn_multi.py │ ├── PART_1_cnn_normal_optimizer_SGD.txt │ └── 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