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@imgbot imgbot bot commented May 20, 2023

Beep boop. Your images are optimized!

Your image file size has been reduced by 20% 🎉

Details
File Before After Percent reduction
/Plots/EDA/Y10 Spiral Galaxies Example Images.png 101.40kb 64.21kb 36.67%
/Plots/EDA/Y10 Merger Galaxies Example Images.png 129.49kb 84.98kb 34.38%
/Plots/EDA/Y1 Merger Galaxies Example Images.png 177.16kb 123.38kb 30.36%
/Plots/EDA/Y1 Spiral Galaxies Example Images.png 145.59kb 101.44kb 30.33%
/Plots/EDA/Y1 Elliptical Galaxies Example Images.png 202.87kb 143.20kb 29.41%
/Plots/EDA/Y10 Elliptical Galaxies Example Images.png 148.76kb 106.35kb 28.51%
/Plots/Model-1b/Model-1b Loss Training History.png 67.68kb 48.67kb 28.08%
/Plots/Model-1/Y1_Model-1_train_ROC.png 59.33kb 42.79kb 27.88%
/Plots/Model-1/Y1_Model-1_Y10_test_ROC.png 59.04kb 42.61kb 27.83%
/Plots/Model-2/Y1_Model-2_train_ROC.png 58.39kb 42.18kb 27.76%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_Y1_test_ROC.png 60.98kb 44.05kb 27.76%
/Plots/ResNet18b/Y10_ResNet18_train_ROC.png 60.38kb 43.65kb 27.71%
/Plots/Model-3/Y1_Model-3_train_ROC.png 58.77kb 42.49kb 27.70%
/Plots/Model-3/Y1_Model-3_test_ROC.png 58.82kb 42.54kb 27.68%
/Plots/Model-3/Y1_Model-3_Y10_test_ROC.png 59.79kb 43.26kb 27.65%
/Plots/Model-2/Y1_Model-2_test_ROC.png 57.94kb 41.92kb 27.65%
/Plots/ResNet34/Y1_ResNet34_Dropout_test_ROC.png 61.10kb 44.21kb 27.64%
/Plots/ResNet18b/Y10_ResNet18_test_ROC.png 59.15kb 42.88kb 27.50%
/Plots/ResNet18b/Y10_ResNet18_Y1_test_ROC.png 57.39kb 41.63kb 27.46%
/Plots/Model-1/Y1_Model-1_test_ROC.png 58.45kb 42.41kb 27.44%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y1_test_ROC.png 62.71kb 45.50kb 27.44%
/Plots/ResNet34/Y1_ResNet34_Dropout_train_ROC.png 60.29kb 43.76kb 27.42%
/Plots/Model-3/Y1_Model-3_TL_Trainable_Y10_test_ROC.png 62.41kb 45.33kb 27.37%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y1_test_ROC.png 62.03kb 45.08kb 27.33%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_test_ROC.png 64.23kb 46.77kb 27.19%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_test_ROC.png 60.09kb 43.76kb 27.17%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_test_ROC.png 59.81kb 43.59kb 27.12%
/Plots/Model-2/Y1_Model-2_Y10_test_ROC.png 59.50kb 43.37kb 27.11%
/Plots/ResNet18b/Y10_ResNet18_validation_ROC.png 61.93kb 45.14kb 27.10%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_Y1_test_ROC.png 63.56kb 46.34kb 27.09%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y10_test_ROC.png 62.60kb 45.67kb 27.05%
/Plots/Model-3/Model-3_test_ROC.png 130.76kb 95.43kb 27.02%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_test_ROC.png 61.87kb 45.16kb 27.01%
/Plots/Model-1b/Model-1b_test_ROC.png 58.17kb 42.50kb 26.94%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_test_ROC.png 132.53kb 96.86kb 26.92%
/Plots/Model-1/Y1_Model-1_validation_ROC.png 60.03kb 43.94kb 26.81%
/Plots/ResNet34/Y1_ResNet34_Dropout_validation_ROC.png 62.99kb 46.15kb 26.73%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_train_ROC.png 47.12kb 34.55kb 26.68%
/Plots/Model-2/Y1_Model-2_validation_ROC.png 59.96kb 43.97kb 26.67%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_test_ROC.png 47.27kb 34.67kb 26.64%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_Y10_test_ROC.png 47.55kb 34.91kb 26.58%
/Plots/Model-3/Y1_Model-3_validation_ROC.png 59.93kb 44.00kb 26.58%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y10_test_ROC.png 60.10kb 44.17kb 26.50%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_train_ROC.png 59.95kb 44.10kb 26.43%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_validation_ROC.png 47.75kb 35.16kb 26.38%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_train_ROC.png 60.79kb 44.76kb 26.36%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_validation_ROC.png 61.78kb 45.51kb 26.34%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_validation_ROC.png 62.53kb 46.07kb 26.32%
/Plots/Model-3/Model-3_validation_ROC.png 130.40kb 96.16kb 26.25%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_train_ROC.png 127.59kb 94.15kb 26.21%
/Plots/Model-3/Model-3_train_ROC.png 125.13kb 92.45kb 26.12%
/Plots/BNN/Y1_ResNet18_Dropout_BNN_test_ROC.png 49.78kb 36.78kb 26.11%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_validation_ROC.png 62.38kb 46.12kb 26.06%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_validation_ROC.png 134.94kb 99.86kb 26.00%
/Plots/Model-3b/Model-3b_test_ROC.png 58.27kb 43.13kb 25.99%
/Plots/Model-1b/Model-1b_validation_ROC.png 59.08kb 43.76kb 25.94%
/Plots/Model-3b/Model-3b_validation_ROC.png 58.43kb 43.33kb 25.84%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y10_test_ROC.png 63.61kb 47.37kb 25.53%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_train_ROC.png 58.30kb 43.47kb 25.44%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y1_test_ROC.png 67.07kb 50.05kb 25.37%
/Plots/Model-3b/Model-3b_train_ROC.png 58.10kb 43.47kb 25.19%
/Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Transfer Learning Trainable Accuracy Training History.png 40.01kb 29.97kb 25.09%
/Plots/Model-3/Model-3 Accuracy Training History.png 78.23kb 58.92kb 24.68%
/Plots/ResNet18 with Dropout Probabilistic/Y1 ResNet18 Dropout Probabilistic TL Nontrainable Accuracy Training History.png 39.98kb 30.31kb 24.19%
/Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Transfer Learning Trainable Loss Training History.png 32.47kb 24.62kb 24.18%
/Plots/ResNet18 with Dropout Probabilistic/Y1 ResNet18 with Dropout Probabilistic Loss Training History.png 35.06kb 26.67kb 23.94%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Loss_Training_History.png 33.84kb 25.84kb 23.65%
/Plots/ResNet18 with Dropout/Y1 ResNet18 with Dropout Accuracy Training History.png 37.07kb 28.32kb 23.59%
/Plots/ResNet18 with Dropout/Y1 ResNet18 Dropout HeNormal Initializer Accuracy Training History.png 37.74kb 28.85kb 23.54%
/Plots/Model-1b/Model-1b Accuracy Training History.png 68.41kb 52.49kb 23.26%
/Plots/Model-1.2/Model-1.2_train_ROC.png 81.94kb 63.15kb 22.93%
/Plots/ResNet18 with Dropout Probabilistic/Y1 ResNet18 Dropout Probabilistic TL Nontrainable Loss Training History.png 31.56kb 24.33kb 22.91%
/Plots/ResNet18 with Dropout Probabilistic/Y1 ResNet18 with Dropout Probabilistic Accuracy Training History.png 40.37kb 31.20kb 22.71%
/Plots/Model-3/Y1 Model-3 Accuracy Training History.png 36.85kb 28.55kb 22.52%
/Plots/Model-1.3/Model-1.3_train_ROC.png 82.43kb 63.90kb 22.48%
/Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Accuracy Training History.png 36.63kb 28.40kb 22.45%
/Plots/ResNet18/Y1 ResNet18 Accuracy Training History.png 33.52kb 26.00kb 22.42%
/Plots/ResNet18 with Dropout/Y1 ResNet18 Dropout HeNormal Initializer Loss Training History.png 31.03kb 24.07kb 22.42%
/Plots/ResNet18 with Dropout/Y1 ResNet18 with Dropout Loss Training History.png 29.46kb 22.87kb 22.37%
/Plots/Model-1.2/Model-1.2_test_ROC.png 82.33kb 64.28kb 21.93%
/Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Loss Training History.png 31.60kb 24.68kb 21.89%
/Plots/Model-1.3/Model-1.3_test_ROC.png 82.20kb 64.23kb 21.87%
/Plots/ResNet18b/Y10 ResNet18 Accuracy Training History.png 32.36kb 25.38kb 21.58%
/Plots/Model-1.4/Model-1.4_test_ROC.png 82.23kb 64.78kb 21.22%
/Plots/Model-1.2/Model-1.2_validation_ROC.png 85.19kb 67.35kb 20.94%
/Plots/Model-1.3/Model-1.3_validation_ROC.png 85.96kb 68.04kb 20.84%
/Plots/Model-2/Model-2_test_ROC.png 79.04kb 62.62kb 20.78%
/Plots/Model-1/Model-1_test_ROC.png 79.61kb 63.15kb 20.68%
/Plots/Model-1.4/Model-1.4_validation_ROC.png 82.59kb 65.53kb 20.66%
/Plots/Model-2/Y1 Model-2 Accuracy Training History.png 30.69kb 24.37kb 20.59%
/Plots/ResNet34/Y1 ResNet34 with Dropout Accuracy Training History.png 37.44kb 29.74kb 20.56%
/Plots/Model-2/Model-2_validation_ROC.png 79.53kb 63.37kb 20.32%
/Plots/Model-1/Y1 Model-1 Accuracy Training History.png 33.24kb 26.49kb 20.30%
/Plots/Model-2/Model-2_train_ROC.png 79.38kb 63.46kb 20.05%
/Plots/Model-1.4/Model-1.4_train_ROC.png 78.95kb 63.14kb 20.02%
/Plots/Model-1.5/Model-1.5_train_ROC.png 61.21kb 49.08kb 19.82%
/Plots/Model-1.5/Model-1.5_validation_ROC.png 62.18kb 49.87kb 19.80%
/Plots/Model-1.5/Model-1.5_test_ROC.png 61.26kb 49.13kb 19.80%
/Plots/Model-1.1/Model-1.1_train_ROC.png 61.07kb 48.98kb 19.80%
/Plots/Model-1.1/Model-1.1_test_ROC.png 61.08kb 49.03kb 19.74%
/Plots/Model-1.1/Model-1.1_validation_ROC.png 61.98kb 49.76kb 19.71%
/Plots/Model-1/Model-1_validation_ROC.png 81.19kb 65.41kb 19.43%
/Plots/ResNet34/Y1 ResNet34 with Dropout Loss Training History.png 25.53kb 20.67kb 19.02%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Accuracy_Training_History.png 37.11kb 30.08kb 18.97%
/Plots/Model-3/Model-3_test_CM.png 68.90kb 55.91kb 18.85%
/Plots/Model-3/Model-3_train_CM.png 71.08kb 58.01kb 18.38%
/Plots/Model-3b/Model-3b Accuracy Training History.png 37.30kb 30.51kb 18.20%
/Plots/Model-3/Model-3 Loss Training History.png 62.15kb 50.85kb 18.19%
/Plots/ResNet18/Y1_ResNet18.png 94.20kb 77.17kb 18.08%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_test_CM.png 68.35kb 56.05kb 17.99%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_valid_CM.png 68.83kb 56.47kb 17.96%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_train_CM.png 70.28kb 57.75kb 17.82%
/Plots/Model-1/Model-1_train_ROC.png 75.57kb 62.40kb 17.43%
/Plots/Model-2/Y1 Model-2 Loss Training History.png 24.03kb 19.87kb 17.32%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_valid_CM.png 63.75kb 52.83kb 17.13%
/Plots/Model-3/Model-3_validation_CM.png 59.54kb 49.54kb 16.79%
/Plots/ResNet18/Y1 ResNet18 Loss Training History.png 25.00kb 20.94kb 16.24%
/Plots/Model-1/Y1_Model-1_train_CM.png 31.61kb 26.48kb 16.24%
/Plots/Model-1b/Model-1b_test_CM.png 29.37kb 24.70kb 15.90%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_train_CM.png 33.60kb 28.27kb 15.88%
/Plots/Model-3/Y1_Model-3_test_CM.png 30.21kb 25.42kb 15.87%
/Plots/Model-3/Y1_Model-3_train_CM.png 31.37kb 26.41kb 15.82%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y10_test_CM.png 34.52kb 29.06kb 15.81%
/Plots/EDA/Labels by Dataset.png 18.07kb 15.25kb 15.61%
/Plots/Model-1/Y1_Model-1_test_CM.png 29.99kb 25.31kb 15.61%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_test_CM.png 32.84kb 27.72kb 15.57%
/Plots/ResNet34/Y1_ResNet34_Dropout_validation_CM.png 30.92kb 26.11kb 15.55%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_train_CM.png 31.82kb 26.92kb 15.41%
/Plots/ResNet34/Y1_ResNet34_Dropout_train_CM.png 31.73kb 26.84kb 15.40%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_test_CM.png 32.03kb 27.10kb 15.40%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_Y1_test_CM.png 33.06kb 27.97kb 15.40%
/Plots/ResNet34/Y1_ResNet34_Dropout_test_CM.png 30.68kb 25.96kb 15.39%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_validation_CM.png 32.83kb 27.80kb 15.33%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_train_CM.png 28.16kb 23.86kb 15.27%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_validation_CM.png 29.06kb 24.63kb 15.26%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_test_CM.png 31.74kb 26.91kb 15.22%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_train_CM.png 31.47kb 26.69kb 15.17%
/Plots/Model-3/Y1_Model-3_TL_Trainable_Y10_test_CM.png 30.94kb 26.28kb 15.09%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y10_test_CM.png 32.80kb 27.86kb 15.07%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_validation_CM.png 31.54kb 26.80kb 15.02%
/Plots/Model-3b/Model-3b_test_CM.png 28.09kb 23.88kb 14.97%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_validation_CM.png 31.16kb 26.50kb 14.93%
/Plots/Model-3b/Model-3b_train_CM.png 28.28kb 24.07kb 14.90%
/Plots/ResNet18b/Y10_ResNet18_valid_CM.png 27.50kb 23.41kb 14.89%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_Y10_test_CM.png 28.10kb 23.93kb 14.83%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_test_CM.png 27.54kb 23.48kb 14.75%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_test_CM.png 30.29kb 25.83kb 14.73%
/Plots/Model-1b/Model-1b_validation_CM.png 29.39kb 25.07kb 14.69%
/Plots/ResNet18b/Y10_ResNet18_train_CM.png 27.03kb 23.06kb 14.68%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y1_test_CM.png 32.80kb 28.00kb 14.65%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y1_test_CM.png 30.49kb 26.03kb 14.63%
/Plots/Model-2/Y1_Model-2_validation_CM.png 28.20kb 24.09kb 14.57%
/Plots/Model-1/Model-1_train_CM.png 35.12kb 30.01kb 14.56%
/Plots/Model-1/Model-1_test_CM.png 34.89kb 29.82kb 14.55%
/Plots/Model-1.5/Model-1.5_validation_CM.png 28.73kb 24.55kb 14.54%
/Plots/Model-1.1/Model-1.1_validation_CM.png 28.56kb 24.44kb 14.45%
/Plots/Model-1/Y1_Model-1_validation_CM.png 28.06kb 24.09kb 14.15%
/Plots/Model-1.5/Model-1.5_train_CM.png 27.94kb 24.00kb 14.08%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y1_test_CM.png 29.99kb 25.79kb 13.99%
/Plots/Model-3b/Model-3b_validation_CM.png 28.52kb 24.53kb 13.99%
/Plots/EDA/Y10 Raw Data Pixel Intensities.png 41.06kb 35.34kb 13.92%
/Plots/Model-1.1/Model-1.1_train_CM.png 27.77kb 23.91kb 13.91%
/Plots/ResNet18b/Y10_ResNet18_test_CM.png 26.10kb 22.47kb 13.90%
/Plots/ResNet18b/Y10_ResNet18_Y1_test_CM.png 25.51kb 21.97kb 13.86%
/Plots/Model-2/Model-2_test_CM.png 33.32kb 28.71kb 13.84%
/Plots/Model-3/Y1_Model-3_validation_CM.png 28.16kb 24.26kb 13.84%
/Plots/EDA/Y1 Raw Data Pixel Intensities.png 36.47kb 31.44kb 13.79%
/Plots/Model-1.2/Model-1.2_train_CM.png 35.06kb 30.23kb 13.77%
/Plots/Model-1/Y1_Model-1_Y10_test_CM.png 26.35kb 22.72kb 13.75%
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y10_test_CM.png 30.34kb 26.18kb 13.70%
/Plots/Model-2/Y1_Model-2_train_CM.png 27.52kb 23.77kb 13.65%
/Plots/Model-1.2/Model-1.2_test_CM.png 27.63kb 23.86kb 13.65%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_Y1_test_CM.png 28.54kb 24.66kb 13.60%
/Plots/Model-2/Y1_Model-2_test_CM.png 26.91kb 23.26kb 13.57%
/Plots/Model-1.3/Model-1.3_test_CM.png 27.59kb 23.86kb 13.54%
/Plots/EDA/Y10 Data Scaled Pixel Intensities.png 31.41kb 27.16kb 13.53%
/Plots/EDA/Y1 Data Scaled Pixel Intensities.png 32.15kb 27.81kb 13.51%
/Plots/Model-1.5/Model-1.5_test_CM.png 27.52kb 23.80kb 13.50%
/Plots/Model-2/Model-2_train_CM.png 33.94kb 29.41kb 13.35%
/Plots/Model-3/Y1_Model-3_Y10_test_CM.png 27.37kb 23.72kb 13.34%
/Plots/Model-1.1/Model-1.1_test_CM.png 27.35kb 23.70kb 13.33%
/Plots/ResNet18b/Y10 ResNet18 Loss Training History.png 26.82kb 23.25kb 13.30%
/Plots/Model-2/Y1_Model-2_Y10_test_CM.png 27.27kb 23.64kb 13.29%
/Plots/Model-1.3/Model-1.3_train_CM.png 34.15kb 29.75kb 12.86%
/Plots/Model-1.4/Model-1.4_train_CM.png 33.02kb 28.77kb 12.86%
/Plots/Model-1/Y1 Model-1 Loss Training History.png 21.33kb 18.59kb 12.81%
/Plots/Model-1.3/Model-1.3_validation_CM.png 33.52kb 29.36kb 12.40%
/Plots/Model-1/Model-1 Loss Training History.png 44.23kb 38.78kb 12.32%
/Plots/Model-2/Model-2_validation_CM.png 31.92kb 28.08kb 12.03%
/Plots/Model-3/Y1 Model-3 Loss Training History.png 22.67kb 19.97kb 11.92%
/Plots/Model-1.2/Model-1.2_validation_CM.png 30.80kb 27.14kb 11.88%
/Plots/Model-1.4/Model-1.4_test_CM.png 30.94kb 27.34kb 11.62%
/Plots/Model-1/Model-1 Accuracy Training History.png 48.51kb 42.99kb 11.39%
/Plots/Model-3b/Model-3b Loss Training History.png 31.97kb 28.34kb 11.34%
/Plots/Model-1/Model-1_validation_CM.png 31.21kb 27.72kb 11.18%
/Plots/Model-1.3/Model-1.3 Loss Training History.png 34.94kb 31.03kb 11.17%
/Plots/Model-1.4/Model-1.4_validation_CM.png 30.88kb 27.83kb 9.90%
/Plots/EDA/example_images.jpg 1,095.90kb 992.09kb 9.47%
/Plots/Model-1.3/Model-1.3 Accuracy Training History.png 40.77kb 36.96kb 9.34%
/Plots/Model-1.4/Model-1.4 Accuracy Training History.png 53.42kb 48.68kb 8.86%
/Plots/Model-1.2/Model-1.2 Accuracy Training History.png 47.46kb 43.38kb 8.61%
/Plots/Model-1.5/Model-1.5 Loss Training History.png 32.17kb 29.76kb 7.50%
/Plots/Model-2/Model-2 Accuracy Training History.png 52.69kb 49.00kb 7.00%
/Plots/Model-2/Y1_Model-2.png 22.88kb 21.39kb 6.50%
/Plots/Model-1.2/Model-1.2 Loss Training History.png 28.99kb 27.11kb 6.47%
/Plots/Model-1.2/Y1_Model_1-2.png 23.66kb 22.23kb 6.07%
/Plots/Model-1/Y1_Model-1.png 23.66kb 22.23kb 6.07%
/Plots/Model-3/Y1_Model-3.png 23.57kb 22.16kb 5.97%
/Plots/Model-1.5/Model-1.5 Accuracy Training History.png 64.75kb 61.06kb 5.69%
/Plots/Model-1.1/Model-1.1 Accuracy Training History.png 52.41kb 49.71kb 5.16%
/Plots/Model-1.4/Model-1.4 Loss Training History.png 32.20kb 30.66kb 4.77%
/Plots/Model-2/Model-2 Loss Training History.png 41.67kb 39.83kb 4.41%
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_ZPad.png 45.74kb 43.84kb 4.15%
/Plots/Model-1.1/Model-1.1 Loss Training History.png 28.99kb 27.88kb 3.82%
/Plots/ResNet34/Y1_ResNet34_Dropout.png 54.69kb 52.69kb 3.66%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal.png 43.82kb 42.52kb 2.96%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout.png 43.82kb 42.52kb 2.96%
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_ZPad.png 43.82kb 42.52kb 2.96%
Total : 12,106.66kb 9,692.61kb 19.94%

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*Total -- 12,106.66kb -> 9,692.61kb (19.94%)

/Plots/EDA/Y10 Spiral Galaxies Example Images.png -- 101.40kb -> 64.21kb (36.67%)
/Plots/EDA/Y10 Merger Galaxies Example Images.png -- 129.49kb -> 84.98kb (34.38%)
/Plots/EDA/Y1 Merger Galaxies Example Images.png -- 177.16kb -> 123.38kb (30.36%)
/Plots/EDA/Y1 Spiral Galaxies Example Images.png -- 145.59kb -> 101.44kb (30.33%)
/Plots/EDA/Y1 Elliptical Galaxies Example Images.png -- 202.87kb -> 143.20kb (29.41%)
/Plots/EDA/Y10 Elliptical Galaxies Example Images.png -- 148.76kb -> 106.35kb (28.51%)
/Plots/Model-1b/Model-1b Loss Training History.png -- 67.68kb -> 48.67kb (28.08%)
/Plots/Model-1/Y1_Model-1_train_ROC.png -- 59.33kb -> 42.79kb (27.88%)
/Plots/Model-1/Y1_Model-1_Y10_test_ROC.png -- 59.04kb -> 42.61kb (27.83%)
/Plots/Model-2/Y1_Model-2_train_ROC.png -- 58.39kb -> 42.18kb (27.76%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_Y1_test_ROC.png -- 60.98kb -> 44.05kb (27.76%)
/Plots/ResNet18b/Y10_ResNet18_train_ROC.png -- 60.38kb -> 43.65kb (27.71%)
/Plots/Model-3/Y1_Model-3_train_ROC.png -- 58.77kb -> 42.49kb (27.7%)
/Plots/Model-3/Y1_Model-3_test_ROC.png -- 58.82kb -> 42.54kb (27.68%)
/Plots/Model-3/Y1_Model-3_Y10_test_ROC.png -- 59.79kb -> 43.26kb (27.65%)
/Plots/Model-2/Y1_Model-2_test_ROC.png -- 57.94kb -> 41.92kb (27.65%)
/Plots/ResNet34/Y1_ResNet34_Dropout_test_ROC.png -- 61.10kb -> 44.21kb (27.64%)
/Plots/ResNet18b/Y10_ResNet18_test_ROC.png -- 59.15kb -> 42.88kb (27.5%)
/Plots/ResNet18b/Y10_ResNet18_Y1_test_ROC.png -- 57.39kb -> 41.63kb (27.46%)
/Plots/Model-1/Y1_Model-1_test_ROC.png -- 58.45kb -> 42.41kb (27.44%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y1_test_ROC.png -- 62.71kb -> 45.50kb (27.44%)
/Plots/ResNet34/Y1_ResNet34_Dropout_train_ROC.png -- 60.29kb -> 43.76kb (27.42%)
/Plots/Model-3/Y1_Model-3_TL_Trainable_Y10_test_ROC.png -- 62.41kb -> 45.33kb (27.37%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y1_test_ROC.png -- 62.03kb -> 45.08kb (27.33%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_test_ROC.png -- 64.23kb -> 46.77kb (27.19%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_test_ROC.png -- 60.09kb -> 43.76kb (27.17%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_test_ROC.png -- 59.81kb -> 43.59kb (27.12%)
/Plots/Model-2/Y1_Model-2_Y10_test_ROC.png -- 59.50kb -> 43.37kb (27.11%)
/Plots/ResNet18b/Y10_ResNet18_validation_ROC.png -- 61.93kb -> 45.14kb (27.1%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_Y1_test_ROC.png -- 63.56kb -> 46.34kb (27.09%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y10_test_ROC.png -- 62.60kb -> 45.67kb (27.05%)
/Plots/Model-3/Model-3_test_ROC.png -- 130.76kb -> 95.43kb (27.02%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_test_ROC.png -- 61.87kb -> 45.16kb (27.01%)
/Plots/Model-1b/Model-1b_test_ROC.png -- 58.17kb -> 42.50kb (26.94%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_test_ROC.png -- 132.53kb -> 96.86kb (26.92%)
/Plots/Model-1/Y1_Model-1_validation_ROC.png -- 60.03kb -> 43.94kb (26.81%)
/Plots/ResNet34/Y1_ResNet34_Dropout_validation_ROC.png -- 62.99kb -> 46.15kb (26.73%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_train_ROC.png -- 47.12kb -> 34.55kb (26.68%)
/Plots/Model-2/Y1_Model-2_validation_ROC.png -- 59.96kb -> 43.97kb (26.67%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_test_ROC.png -- 47.27kb -> 34.67kb (26.64%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_Y10_test_ROC.png -- 47.55kb -> 34.91kb (26.58%)
/Plots/Model-3/Y1_Model-3_validation_ROC.png -- 59.93kb -> 44.00kb (26.58%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y10_test_ROC.png -- 60.10kb -> 44.17kb (26.5%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_train_ROC.png -- 59.95kb -> 44.10kb (26.43%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_validation_ROC.png -- 47.75kb -> 35.16kb (26.38%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_train_ROC.png -- 60.79kb -> 44.76kb (26.36%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_validation_ROC.png -- 61.78kb -> 45.51kb (26.34%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_validation_ROC.png -- 62.53kb -> 46.07kb (26.32%)
/Plots/Model-3/Model-3_validation_ROC.png -- 130.40kb -> 96.16kb (26.25%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_train_ROC.png -- 127.59kb -> 94.15kb (26.21%)
/Plots/Model-3/Model-3_train_ROC.png -- 125.13kb -> 92.45kb (26.12%)
/Plots/BNN/Y1_ResNet18_Dropout_BNN_test_ROC.png -- 49.78kb -> 36.78kb (26.11%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_validation_ROC.png -- 62.38kb -> 46.12kb (26.06%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_validation_ROC.png -- 134.94kb -> 99.86kb (26%)
/Plots/Model-3b/Model-3b_test_ROC.png -- 58.27kb -> 43.13kb (25.99%)
/Plots/Model-1b/Model-1b_validation_ROC.png -- 59.08kb -> 43.76kb (25.94%)
/Plots/Model-3b/Model-3b_validation_ROC.png -- 58.43kb -> 43.33kb (25.84%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y10_test_ROC.png -- 63.61kb -> 47.37kb (25.53%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_train_ROC.png -- 58.30kb -> 43.47kb (25.44%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y1_test_ROC.png -- 67.07kb -> 50.05kb (25.37%)
/Plots/Model-3b/Model-3b_train_ROC.png -- 58.10kb -> 43.47kb (25.19%)
/Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Transfer Learning Trainable Accuracy Training History.png -- 40.01kb -> 29.97kb (25.09%)
/Plots/Model-3/Model-3 Accuracy Training History.png -- 78.23kb -> 58.92kb (24.68%)
/Plots/ResNet18 with Dropout Probabilistic/Y1 ResNet18 Dropout Probabilistic TL Nontrainable Accuracy Training History.png -- 39.98kb -> 30.31kb (24.19%)
/Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Transfer Learning Trainable Loss Training History.png -- 32.47kb -> 24.62kb (24.18%)
/Plots/ResNet18 with Dropout Probabilistic/Y1 ResNet18 with Dropout Probabilistic Loss Training History.png -- 35.06kb -> 26.67kb (23.94%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Loss_Training_History.png -- 33.84kb -> 25.84kb (23.65%)
/Plots/ResNet18 with Dropout/Y1 ResNet18 with Dropout Accuracy Training History.png -- 37.07kb -> 28.32kb (23.59%)
/Plots/ResNet18 with Dropout/Y1 ResNet18 Dropout HeNormal Initializer Accuracy Training History.png -- 37.74kb -> 28.85kb (23.54%)
/Plots/Model-1b/Model-1b Accuracy Training History.png -- 68.41kb -> 52.49kb (23.26%)
/Plots/Model-1.2/Model-1.2_train_ROC.png -- 81.94kb -> 63.15kb (22.93%)
/Plots/ResNet18 with Dropout Probabilistic/Y1 ResNet18 Dropout Probabilistic TL Nontrainable Loss Training History.png -- 31.56kb -> 24.33kb (22.91%)
/Plots/ResNet18 with Dropout Probabilistic/Y1 ResNet18 with Dropout Probabilistic Accuracy Training History.png -- 40.37kb -> 31.20kb (22.71%)
/Plots/Model-3/Y1 Model-3 Accuracy Training History.png -- 36.85kb -> 28.55kb (22.52%)
/Plots/Model-1.3/Model-1.3_train_ROC.png -- 82.43kb -> 63.90kb (22.48%)
/Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Accuracy Training History.png -- 36.63kb -> 28.40kb (22.45%)
/Plots/ResNet18/Y1 ResNet18 Accuracy Training History.png -- 33.52kb -> 26.00kb (22.42%)
/Plots/ResNet18 with Dropout/Y1 ResNet18 Dropout HeNormal Initializer Loss Training History.png -- 31.03kb -> 24.07kb (22.42%)
/Plots/ResNet18 with Dropout/Y1 ResNet18 with Dropout Loss Training History.png -- 29.46kb -> 22.87kb (22.37%)
/Plots/Model-1.2/Model-1.2_test_ROC.png -- 82.33kb -> 64.28kb (21.93%)
/Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Loss Training History.png -- 31.60kb -> 24.68kb (21.89%)
/Plots/Model-1.3/Model-1.3_test_ROC.png -- 82.20kb -> 64.23kb (21.87%)
/Plots/ResNet18b/Y10 ResNet18 Accuracy Training History.png -- 32.36kb -> 25.38kb (21.58%)
/Plots/Model-1.4/Model-1.4_test_ROC.png -- 82.23kb -> 64.78kb (21.22%)
/Plots/Model-1.2/Model-1.2_validation_ROC.png -- 85.19kb -> 67.35kb (20.94%)
/Plots/Model-1.3/Model-1.3_validation_ROC.png -- 85.96kb -> 68.04kb (20.84%)
/Plots/Model-2/Model-2_test_ROC.png -- 79.04kb -> 62.62kb (20.78%)
/Plots/Model-1/Model-1_test_ROC.png -- 79.61kb -> 63.15kb (20.68%)
/Plots/Model-1.4/Model-1.4_validation_ROC.png -- 82.59kb -> 65.53kb (20.66%)
/Plots/Model-2/Y1 Model-2 Accuracy Training History.png -- 30.69kb -> 24.37kb (20.59%)
/Plots/ResNet34/Y1 ResNet34 with Dropout Accuracy Training History.png -- 37.44kb -> 29.74kb (20.56%)
/Plots/Model-2/Model-2_validation_ROC.png -- 79.53kb -> 63.37kb (20.32%)
/Plots/Model-1/Y1 Model-1 Accuracy Training History.png -- 33.24kb -> 26.49kb (20.3%)
/Plots/Model-2/Model-2_train_ROC.png -- 79.38kb -> 63.46kb (20.05%)
/Plots/Model-1.4/Model-1.4_train_ROC.png -- 78.95kb -> 63.14kb (20.02%)
/Plots/Model-1.5/Model-1.5_train_ROC.png -- 61.21kb -> 49.08kb (19.82%)
/Plots/Model-1.5/Model-1.5_validation_ROC.png -- 62.18kb -> 49.87kb (19.8%)
/Plots/Model-1.5/Model-1.5_test_ROC.png -- 61.26kb -> 49.13kb (19.8%)
/Plots/Model-1.1/Model-1.1_train_ROC.png -- 61.07kb -> 48.98kb (19.8%)
/Plots/Model-1.1/Model-1.1_test_ROC.png -- 61.08kb -> 49.03kb (19.74%)
/Plots/Model-1.1/Model-1.1_validation_ROC.png -- 61.98kb -> 49.76kb (19.71%)
/Plots/Model-1/Model-1_validation_ROC.png -- 81.19kb -> 65.41kb (19.43%)
/Plots/ResNet34/Y1 ResNet34 with Dropout Loss Training History.png -- 25.53kb -> 20.67kb (19.02%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Accuracy_Training_History.png -- 37.11kb -> 30.08kb (18.97%)
/Plots/Model-3/Model-3_test_CM.png -- 68.90kb -> 55.91kb (18.85%)
/Plots/Model-3/Model-3_train_CM.png -- 71.08kb -> 58.01kb (18.38%)
/Plots/Model-3b/Model-3b Accuracy Training History.png -- 37.30kb -> 30.51kb (18.2%)
/Plots/Model-3/Model-3 Loss Training History.png -- 62.15kb -> 50.85kb (18.19%)
/Plots/ResNet18/Y1_ResNet18.png -- 94.20kb -> 77.17kb (18.08%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_test_CM.png -- 68.35kb -> 56.05kb (17.99%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_valid_CM.png -- 68.83kb -> 56.47kb (17.96%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_train_CM.png -- 70.28kb -> 57.75kb (17.82%)
/Plots/Model-1/Model-1_train_ROC.png -- 75.57kb -> 62.40kb (17.43%)
/Plots/Model-2/Y1 Model-2 Loss Training History.png -- 24.03kb -> 19.87kb (17.32%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_valid_CM.png -- 63.75kb -> 52.83kb (17.13%)
/Plots/Model-3/Model-3_validation_CM.png -- 59.54kb -> 49.54kb (16.79%)
/Plots/ResNet18/Y1 ResNet18 Loss Training History.png -- 25.00kb -> 20.94kb (16.24%)
/Plots/Model-1/Y1_Model-1_train_CM.png -- 31.61kb -> 26.48kb (16.24%)
/Plots/Model-1b/Model-1b_test_CM.png -- 29.37kb -> 24.70kb (15.9%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_train_CM.png -- 33.60kb -> 28.27kb (15.88%)
/Plots/Model-3/Y1_Model-3_test_CM.png -- 30.21kb -> 25.42kb (15.87%)
/Plots/Model-3/Y1_Model-3_train_CM.png -- 31.37kb -> 26.41kb (15.82%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y10_test_CM.png -- 34.52kb -> 29.06kb (15.81%)
/Plots/EDA/Labels by Dataset.png -- 18.07kb -> 15.25kb (15.61%)
/Plots/Model-1/Y1_Model-1_test_CM.png -- 29.99kb -> 25.31kb (15.61%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_test_CM.png -- 32.84kb -> 27.72kb (15.57%)
/Plots/ResNet34/Y1_ResNet34_Dropout_validation_CM.png -- 30.92kb -> 26.11kb (15.55%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_train_CM.png -- 31.82kb -> 26.92kb (15.41%)
/Plots/ResNet34/Y1_ResNet34_Dropout_train_CM.png -- 31.73kb -> 26.84kb (15.4%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_test_CM.png -- 32.03kb -> 27.10kb (15.4%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_Y1_test_CM.png -- 33.06kb -> 27.97kb (15.4%)
/Plots/ResNet34/Y1_ResNet34_Dropout_test_CM.png -- 30.68kb -> 25.96kb (15.39%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_validation_CM.png -- 32.83kb -> 27.80kb (15.33%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_train_CM.png -- 28.16kb -> 23.86kb (15.27%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_validation_CM.png -- 29.06kb -> 24.63kb (15.26%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_test_CM.png -- 31.74kb -> 26.91kb (15.22%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_train_CM.png -- 31.47kb -> 26.69kb (15.17%)
/Plots/Model-3/Y1_Model-3_TL_Trainable_Y10_test_CM.png -- 30.94kb -> 26.28kb (15.09%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y10_test_CM.png -- 32.80kb -> 27.86kb (15.07%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_validation_CM.png -- 31.54kb -> 26.80kb (15.02%)
/Plots/Model-3b/Model-3b_test_CM.png -- 28.09kb -> 23.88kb (14.97%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_validation_CM.png -- 31.16kb -> 26.50kb (14.93%)
/Plots/Model-3b/Model-3b_train_CM.png -- 28.28kb -> 24.07kb (14.9%)
/Plots/ResNet18b/Y10_ResNet18_valid_CM.png -- 27.50kb -> 23.41kb (14.89%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_Y10_test_CM.png -- 28.10kb -> 23.93kb (14.83%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_test_CM.png -- 27.54kb -> 23.48kb (14.75%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_test_CM.png -- 30.29kb -> 25.83kb (14.73%)
/Plots/Model-1b/Model-1b_validation_CM.png -- 29.39kb -> 25.07kb (14.69%)
/Plots/ResNet18b/Y10_ResNet18_train_CM.png -- 27.03kb -> 23.06kb (14.68%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y1_test_CM.png -- 32.80kb -> 28.00kb (14.65%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y1_test_CM.png -- 30.49kb -> 26.03kb (14.63%)
/Plots/Model-2/Y1_Model-2_validation_CM.png -- 28.20kb -> 24.09kb (14.57%)
/Plots/Model-1/Model-1_train_CM.png -- 35.12kb -> 30.01kb (14.56%)
/Plots/Model-1/Model-1_test_CM.png -- 34.89kb -> 29.82kb (14.55%)
/Plots/Model-1.5/Model-1.5_validation_CM.png -- 28.73kb -> 24.55kb (14.54%)
/Plots/Model-1.1/Model-1.1_validation_CM.png -- 28.56kb -> 24.44kb (14.45%)
/Plots/Model-1/Y1_Model-1_validation_CM.png -- 28.06kb -> 24.09kb (14.15%)
/Plots/Model-1.5/Model-1.5_train_CM.png -- 27.94kb -> 24.00kb (14.08%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y1_test_CM.png -- 29.99kb -> 25.79kb (13.99%)
/Plots/Model-3b/Model-3b_validation_CM.png -- 28.52kb -> 24.53kb (13.99%)
/Plots/EDA/Y10 Raw Data Pixel Intensities.png -- 41.06kb -> 35.34kb (13.92%)
/Plots/Model-1.1/Model-1.1_train_CM.png -- 27.77kb -> 23.91kb (13.91%)
/Plots/ResNet18b/Y10_ResNet18_test_CM.png -- 26.10kb -> 22.47kb (13.9%)
/Plots/ResNet18b/Y10_ResNet18_Y1_test_CM.png -- 25.51kb -> 21.97kb (13.86%)
/Plots/Model-2/Model-2_test_CM.png -- 33.32kb -> 28.71kb (13.84%)
/Plots/Model-3/Y1_Model-3_validation_CM.png -- 28.16kb -> 24.26kb (13.84%)
/Plots/EDA/Y1 Raw Data Pixel Intensities.png -- 36.47kb -> 31.44kb (13.79%)
/Plots/Model-1.2/Model-1.2_train_CM.png -- 35.06kb -> 30.23kb (13.77%)
/Plots/Model-1/Y1_Model-1_Y10_test_CM.png -- 26.35kb -> 22.72kb (13.75%)
/Plots/ResNet18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y10_test_CM.png -- 30.34kb -> 26.18kb (13.7%)
/Plots/Model-2/Y1_Model-2_train_CM.png -- 27.52kb -> 23.77kb (13.65%)
/Plots/Model-1.2/Model-1.2_test_CM.png -- 27.63kb -> 23.86kb (13.65%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_Y1_test_CM.png -- 28.54kb -> 24.66kb (13.6%)
/Plots/Model-2/Y1_Model-2_test_CM.png -- 26.91kb -> 23.26kb (13.57%)
/Plots/Model-1.3/Model-1.3_test_CM.png -- 27.59kb -> 23.86kb (13.54%)
/Plots/EDA/Y10 Data Scaled Pixel Intensities.png -- 31.41kb -> 27.16kb (13.53%)
/Plots/EDA/Y1 Data Scaled Pixel Intensities.png -- 32.15kb -> 27.81kb (13.51%)
/Plots/Model-1.5/Model-1.5_test_CM.png -- 27.52kb -> 23.80kb (13.5%)
/Plots/Model-2/Model-2_train_CM.png -- 33.94kb -> 29.41kb (13.35%)
/Plots/Model-3/Y1_Model-3_Y10_test_CM.png -- 27.37kb -> 23.72kb (13.34%)
/Plots/Model-1.1/Model-1.1_test_CM.png -- 27.35kb -> 23.70kb (13.33%)
/Plots/ResNet18b/Y10 ResNet18 Loss Training History.png -- 26.82kb -> 23.25kb (13.3%)
/Plots/Model-2/Y1_Model-2_Y10_test_CM.png -- 27.27kb -> 23.64kb (13.29%)
/Plots/Model-1.3/Model-1.3_train_CM.png -- 34.15kb -> 29.75kb (12.86%)
/Plots/Model-1.4/Model-1.4_train_CM.png -- 33.02kb -> 28.77kb (12.86%)
/Plots/Model-1/Y1 Model-1 Loss Training History.png -- 21.33kb -> 18.59kb (12.81%)
/Plots/Model-1.3/Model-1.3_validation_CM.png -- 33.52kb -> 29.36kb (12.4%)
/Plots/Model-1/Model-1 Loss Training History.png -- 44.23kb -> 38.78kb (12.32%)
/Plots/Model-2/Model-2_validation_CM.png -- 31.92kb -> 28.08kb (12.03%)
/Plots/Model-3/Y1 Model-3 Loss Training History.png -- 22.67kb -> 19.97kb (11.92%)
/Plots/Model-1.2/Model-1.2_validation_CM.png -- 30.80kb -> 27.14kb (11.88%)
/Plots/Model-1.4/Model-1.4_test_CM.png -- 30.94kb -> 27.34kb (11.62%)
/Plots/Model-1/Model-1 Accuracy Training History.png -- 48.51kb -> 42.99kb (11.39%)
/Plots/Model-3b/Model-3b Loss Training History.png -- 31.97kb -> 28.34kb (11.34%)
/Plots/Model-1/Model-1_validation_CM.png -- 31.21kb -> 27.72kb (11.18%)
/Plots/Model-1.3/Model-1.3 Loss Training History.png -- 34.94kb -> 31.03kb (11.17%)
/Plots/Model-1.4/Model-1.4_validation_CM.png -- 30.88kb -> 27.83kb (9.9%)
/Plots/EDA/example_images.jpg -- 1,095.90kb -> 992.09kb (9.47%)
/Plots/Model-1.3/Model-1.3 Accuracy Training History.png -- 40.77kb -> 36.96kb (9.34%)
/Plots/Model-1.4/Model-1.4 Accuracy Training History.png -- 53.42kb -> 48.68kb (8.86%)
/Plots/Model-1.2/Model-1.2 Accuracy Training History.png -- 47.46kb -> 43.38kb (8.61%)
/Plots/Model-1.5/Model-1.5 Loss Training History.png -- 32.17kb -> 29.76kb (7.5%)
/Plots/Model-2/Model-2 Accuracy Training History.png -- 52.69kb -> 49.00kb (7%)
/Plots/Model-2/Y1_Model-2.png -- 22.88kb -> 21.39kb (6.5%)
/Plots/Model-1.2/Model-1.2 Loss Training History.png -- 28.99kb -> 27.11kb (6.47%)
/Plots/Model-1.2/Y1_Model_1-2.png -- 23.66kb -> 22.23kb (6.07%)
/Plots/Model-1/Y1_Model-1.png -- 23.66kb -> 22.23kb (6.07%)
/Plots/Model-3/Y1_Model-3.png -- 23.57kb -> 22.16kb (5.97%)
/Plots/Model-1.5/Model-1.5 Accuracy Training History.png -- 64.75kb -> 61.06kb (5.69%)
/Plots/Model-1.1/Model-1.1 Accuracy Training History.png -- 52.41kb -> 49.71kb (5.16%)
/Plots/Model-1.4/Model-1.4 Loss Training History.png -- 32.20kb -> 30.66kb (4.77%)
/Plots/Model-2/Model-2 Loss Training History.png -- 41.67kb -> 39.83kb (4.41%)
/Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_ZPad.png -- 45.74kb -> 43.84kb (4.15%)
/Plots/Model-1.1/Model-1.1 Loss Training History.png -- 28.99kb -> 27.88kb (3.82%)
/Plots/ResNet34/Y1_ResNet34_Dropout.png -- 54.69kb -> 52.69kb (3.66%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal.png -- 43.82kb -> 42.52kb (2.96%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout.png -- 43.82kb -> 42.52kb (2.96%)
/Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_ZPad.png -- 43.82kb -> 42.52kb (2.96%)

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