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@imgbot imgbot bot commented Oct 22, 2020

Beep boop. Your images are optimized!

Your image file size has been reduced by 15% 🎉

Details
File Before After Percent reduction
/DeepLearning/CNN/cnn2.png 37.95kb 6.80kb 82.07%
/DeepLearning/CNN/cnn22.png 6.37kb 1.20kb 81.15%
/DeepLearning/CNN/cnn21.png 33.54kb 6.57kb 80.42%
/MachineLearning/PCA0.png 10.47kb 2.39kb 77.16%
/DeepLearning/CNN/cnn19.png 14.88kb 3.86kb 74.07%
/MachineLearning/svm-math1.png 8.37kb 2.50kb 70.08%
/MachineLearning/svm-math2.png 8.04kb 2.47kb 69.25%
/DeepLearning/CNN/cnn14.png 39.77kb 13.91kb 65.02%
/DeepLearning/CNN/cnn0.png 3.76kb 1.44kb 61.69%
/MachineLearning/PCA5.png 42.69kb 16.70kb 60.88%
/MachineLearning/matrix0.png 8.78kb 3.94kb 55.09%
/DeepLearning/CNN/cnn16.png 19.71kb 8.89kb 54.88%
/DeepLearning/CNN/cnn25.png 40.55kb 19.13kb 52.82%
/DeepLearning/CNN/cnn31.png 51.27kb 30.86kb 39.80%
/Visualization/Matplotlib/chart suggestions.png 55.51kb 33.49kb 39.67%
/MachineLearning/svm-kernel1.png 49.42kb 31.57kb 36.11%
/DeepLearning/CNN/cnn24.png 106.32kb 72.36kb 31.94%
/DeepLearning/CNN/cnn29.png 31.88kb 22.04kb 30.88%
/DeepLearning/GAN/gan2.jpg 20.58kb 14.73kb 28.41%
/MachineLearning/svm-kernel3.png 78.97kb 56.93kb 27.91%
/DeepLearning/CNN/cnn18.png 111.12kb 81.95kb 26.25%
/MachineLearning/svm-kernel4.gif 1,578.08kb 1,181.25kb 25.15%
/DeepLearning/CNN/cnn23.png 174.89kb 131.11kb 25.04%
/DeepLearning/CNN/cnn3.png 62.94kb 47.50kb 24.52%
/DeepLearning/CNN/cnn28.png 78.06kb 59.71kb 23.50%
/DeepLearning/app/img7.png 552.44kb 423.96kb 23.26%
/MachineLearning/matrix2.png 14.19kb 10.95kb 22.84%
/DeepLearning/app/img3.png 791.77kb 614.82kb 22.35%
/MachineLearning/PCA2.png 30.35kb 23.67kb 22.01%
/DeepLearning/app/img0.png 664.06kb 521.73kb 21.43%
/MachineLearning/svm9.png 45.13kb 35.58kb 21.17%
/MachineLearning/svm4.gif 1,232.93kb 973.70kb 21.03%
/DeepLearning/PyTorch/Variable.png 4.37kb 3.47kb 20.57%
/DeepLearning/app/img6.png 1,180.38kb 940.08kb 20.36%
/MachineLearning/overfitting.png 97.37kb 77.93kb 19.96%
/DeepLearning/app/img2.png 700.29kb 561.87kb 19.77%
/MachineLearning/svm3.gif 1,281.88kb 1,029.02kb 19.73%
/DeepLearning/app/img1.png 332.00kb 269.79kb 18.74%
/DeepLearning/app/img5.png 1,175.50kb 956.74kb 18.61%
/DeepLearning/app/img4.png 1,000.73kb 815.34kb 18.52%
/MachineLearning/PCA3.png 86.66kb 70.95kb 18.12%
/DeepLearning/CNN/cnn5.png 143.53kb 117.83kb 17.91%
/MachineLearning/svm10.gif 996.15kb 822.52kb 17.43%
/DeepLearning/CNN/cnn6.png 106.38kb 88.25kb 17.04%
/DeepLearning/CNN/cnn15.png 95.78kb 80.37kb 16.09%
/DeepLearning/CNN/cnn30.png 207.13kb 175.46kb 15.29%
/MachineLearning/svm8.png 41.08kb 34.84kb 15.17%
/MachineLearning/svm1.gif 375.19kb 320.52kb 14.57%
/DeepLearning/CNN/cnn4.png 124.64kb 106.65kb 14.44%
/DeepLearning/GAN/gan1.jpg 130.49kb 111.85kb 14.29%
/DeepLearning/CNN/cnn1.png 210.65kb 180.85kb 14.15%
/DeepLearning/GAN/gan3.jpg 234.51kb 201.82kb 13.94%
/DeepLearning/GAN/gan4.jpg 112.09kb 97.09kb 13.38%
/MachineLearning/matrix1.png 12.79kb 11.16kb 12.71%
/DeepLearning/GAN/gan0.jpg 186.00kb 162.47kb 12.65%
/DeepLearning/CNN/cnn0.jpeg 162.70kb 143.11kb 12.05%
/MachineLearning/PCA4.png 52.37kb 46.15kb 11.86%
/MachineLearning/svm-kernel5.png 23.67kb 20.92kb 11.62%
/MachineLearning/PCA1.png 9.47kb 8.45kb 10.85%
/MachineLearning/RandomForest0.jpg 33.10kb 29.61kb 10.53%
/DeepLearning/CNN/cnn27.png 87.77kb 78.56kb 10.49%
/DeepLearning/CNN/cnn7.jpg 8.09kb 7.25kb 10.38%
/DeepLearning/GAN/gan5.jpg 77.40kb 70.71kb 8.64%
/DeepLearning/GAN/gan7.jpg 82.79kb 76.09kb 8.10%
/DeepLearning/GAN/gan6.jpg 134.97kb 124.85kb 7.50%
/DeepLearning/CNN/cnn0.gif 36.67kb 34.15kb 6.87%
/MachineLearning/Non-DecisionBoundary.jpg 58.63kb 54.88kb 6.39%
/DeepLearning/CNN/cnn3.jpg 91.17kb 85.67kb 6.04%
/MachineLearning/decisionBoundary.jpg 73.57kb 69.18kb 5.97%
/MachineLearning/svm2.gif 1,916.01kb 1,810.92kb 5.48%
/DeepLearning/CNN/cnn21.jpg 33.43kb 31.72kb 5.10%
/MachineLearning/fitting.png 51.41kb 48.82kb 5.04%
/DeepLearning/CNN/cnn7.png 51.79kb 49.20kb 5.00%
/DeepLearning/CNN/cnn5.jpg 127.01kb 120.93kb 4.78%
/DeepLearning/CNN/cnn10.jpg 26.01kb 24.80kb 4.64%
/DeepLearning/CNN/cnn1.jpg 12.70kb 12.29kb 3.24%
/DeepLearning/CNN/cnn6.jpg 55.54kb 53.75kb 3.23%
/DeepLearning/CNN/cnn2.jpg 11.89kb 11.56kb 2.81%
/DeepLearning/CNN/cnn4.jpg 46.79kb 45.55kb 2.65%
/DeepLearning/CNN/cnn0.jpg 8.86kb 8.66kb 2.24%
/DeepLearning/CNN/cnn1.gif 469.14kb 459.07kb 2.15%
/DeepLearning/CNN/cnn17.png 114.07kb 111.65kb 2.13%
/DeepLearning/CNN/cnn11.png 27.28kb 26.88kb 1.46%
/MachineLearning/svm-kernel2.gif 881.15kb 869.12kb 1.37%
/DeepLearning/CNN/cnn8.png 537.41kb 531.30kb 1.14%
/DeepLearning/CNN/cnn9.png 199.33kb 197.38kb 0.98%
/DeepLearning/CNN/cnn10.png 427.93kb 424.34kb 0.84%
/DeepLearning/CNN/cnn12.jpg 15.42kb 15.36kb 0.37%
/MachineLearning/svm00.jpg 19.32kb 19.26kb 0.31%
/MachineLearning/svm01.jpg 21.14kb 21.08kb 0.28%
/MachineLearning/svm5.jpg 24.43kb 24.37kb 0.24%
/DeepLearning/CNN/cnn2.gif 1,456.40kb 1,455.15kb 0.09%
/DeepLearning/CNN/cnn20.png 97.48kb 97.45kb 0.03%
Total : 22,404.67kb 19,014.83kb 15.13%

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*Total -- 22,404.67kb -> 19,014.83kb (15.13%)

/DeepLearning/CNN/cnn2.png -- 37.95kb -> 6.80kb (82.07%)
/DeepLearning/CNN/cnn22.png -- 6.37kb -> 1.20kb (81.15%)
/DeepLearning/CNN/cnn21.png -- 33.54kb -> 6.57kb (80.42%)
/MachineLearning/PCA0.png -- 10.47kb -> 2.39kb (77.16%)
/DeepLearning/CNN/cnn19.png -- 14.88kb -> 3.86kb (74.07%)
/MachineLearning/svm-math1.png -- 8.37kb -> 2.50kb (70.08%)
/MachineLearning/svm-math2.png -- 8.04kb -> 2.47kb (69.25%)
/DeepLearning/CNN/cnn14.png -- 39.77kb -> 13.91kb (65.02%)
/DeepLearning/CNN/cnn0.png -- 3.76kb -> 1.44kb (61.69%)
/MachineLearning/PCA5.png -- 42.69kb -> 16.70kb (60.88%)
/MachineLearning/matrix0.png -- 8.78kb -> 3.94kb (55.09%)
/DeepLearning/CNN/cnn16.png -- 19.71kb -> 8.89kb (54.88%)
/DeepLearning/CNN/cnn25.png -- 40.55kb -> 19.13kb (52.82%)
/DeepLearning/CNN/cnn31.png -- 51.27kb -> 30.86kb (39.8%)
/Visualization/Matplotlib/chart suggestions.png -- 55.51kb -> 33.49kb (39.67%)
/MachineLearning/svm-kernel1.png -- 49.42kb -> 31.57kb (36.11%)
/DeepLearning/CNN/cnn24.png -- 106.32kb -> 72.36kb (31.94%)
/DeepLearning/CNN/cnn29.png -- 31.88kb -> 22.04kb (30.88%)
/DeepLearning/GAN/gan2.jpg -- 20.58kb -> 14.73kb (28.41%)
/MachineLearning/svm-kernel3.png -- 78.97kb -> 56.93kb (27.91%)
/DeepLearning/CNN/cnn18.png -- 111.12kb -> 81.95kb (26.25%)
/MachineLearning/svm-kernel4.gif -- 1,578.08kb -> 1,181.25kb (25.15%)
/DeepLearning/CNN/cnn23.png -- 174.89kb -> 131.11kb (25.04%)
/DeepLearning/CNN/cnn3.png -- 62.94kb -> 47.50kb (24.52%)
/DeepLearning/CNN/cnn28.png -- 78.06kb -> 59.71kb (23.5%)
/DeepLearning/app/img7.png -- 552.44kb -> 423.96kb (23.26%)
/MachineLearning/matrix2.png -- 14.19kb -> 10.95kb (22.84%)
/DeepLearning/app/img3.png -- 791.77kb -> 614.82kb (22.35%)
/MachineLearning/PCA2.png -- 30.35kb -> 23.67kb (22.01%)
/DeepLearning/app/img0.png -- 664.06kb -> 521.73kb (21.43%)
/MachineLearning/svm9.png -- 45.13kb -> 35.58kb (21.17%)
/MachineLearning/svm4.gif -- 1,232.93kb -> 973.70kb (21.03%)
/DeepLearning/PyTorch/Variable.png -- 4.37kb -> 3.47kb (20.57%)
/DeepLearning/app/img6.png -- 1,180.38kb -> 940.08kb (20.36%)
/MachineLearning/overfitting.png -- 97.37kb -> 77.93kb (19.96%)
/DeepLearning/app/img2.png -- 700.29kb -> 561.87kb (19.77%)
/MachineLearning/svm3.gif -- 1,281.88kb -> 1,029.02kb (19.73%)
/DeepLearning/app/img1.png -- 332.00kb -> 269.79kb (18.74%)
/DeepLearning/app/img5.png -- 1,175.50kb -> 956.74kb (18.61%)
/DeepLearning/app/img4.png -- 1,000.73kb -> 815.34kb (18.52%)
/MachineLearning/PCA3.png -- 86.66kb -> 70.95kb (18.12%)
/DeepLearning/CNN/cnn5.png -- 143.53kb -> 117.83kb (17.91%)
/MachineLearning/svm10.gif -- 996.15kb -> 822.52kb (17.43%)
/DeepLearning/CNN/cnn6.png -- 106.38kb -> 88.25kb (17.04%)
/DeepLearning/CNN/cnn15.png -- 95.78kb -> 80.37kb (16.09%)
/DeepLearning/CNN/cnn30.png -- 207.13kb -> 175.46kb (15.29%)
/MachineLearning/svm8.png -- 41.08kb -> 34.84kb (15.17%)
/MachineLearning/svm1.gif -- 375.19kb -> 320.52kb (14.57%)
/DeepLearning/CNN/cnn4.png -- 124.64kb -> 106.65kb (14.44%)
/DeepLearning/GAN/gan1.jpg -- 130.49kb -> 111.85kb (14.29%)
/DeepLearning/CNN/cnn1.png -- 210.65kb -> 180.85kb (14.15%)
/DeepLearning/GAN/gan3.jpg -- 234.51kb -> 201.82kb (13.94%)
/DeepLearning/GAN/gan4.jpg -- 112.09kb -> 97.09kb (13.38%)
/MachineLearning/matrix1.png -- 12.79kb -> 11.16kb (12.71%)
/DeepLearning/GAN/gan0.jpg -- 186.00kb -> 162.47kb (12.65%)
/DeepLearning/CNN/cnn0.jpeg -- 162.70kb -> 143.11kb (12.05%)
/MachineLearning/PCA4.png -- 52.37kb -> 46.15kb (11.86%)
/MachineLearning/svm-kernel5.png -- 23.67kb -> 20.92kb (11.62%)
/MachineLearning/PCA1.png -- 9.47kb -> 8.45kb (10.85%)
/MachineLearning/RandomForest0.jpg -- 33.10kb -> 29.61kb (10.53%)
/DeepLearning/CNN/cnn27.png -- 87.77kb -> 78.56kb (10.49%)
/DeepLearning/CNN/cnn7.jpg -- 8.09kb -> 7.25kb (10.38%)
/DeepLearning/GAN/gan5.jpg -- 77.40kb -> 70.71kb (8.64%)
/DeepLearning/GAN/gan7.jpg -- 82.79kb -> 76.09kb (8.1%)
/DeepLearning/GAN/gan6.jpg -- 134.97kb -> 124.85kb (7.5%)
/DeepLearning/CNN/cnn0.gif -- 36.67kb -> 34.15kb (6.87%)
/MachineLearning/Non-DecisionBoundary.jpg -- 58.63kb -> 54.88kb (6.39%)
/DeepLearning/CNN/cnn3.jpg -- 91.17kb -> 85.67kb (6.04%)
/MachineLearning/decisionBoundary.jpg -- 73.57kb -> 69.18kb (5.97%)
/MachineLearning/svm2.gif -- 1,916.01kb -> 1,810.92kb (5.48%)
/DeepLearning/CNN/cnn21.jpg -- 33.43kb -> 31.72kb (5.1%)
/MachineLearning/fitting.png -- 51.41kb -> 48.82kb (5.04%)
/DeepLearning/CNN/cnn7.png -- 51.79kb -> 49.20kb (5%)
/DeepLearning/CNN/cnn5.jpg -- 127.01kb -> 120.93kb (4.78%)
/DeepLearning/CNN/cnn10.jpg -- 26.01kb -> 24.80kb (4.64%)
/DeepLearning/CNN/cnn1.jpg -- 12.70kb -> 12.29kb (3.24%)
/DeepLearning/CNN/cnn6.jpg -- 55.54kb -> 53.75kb (3.23%)
/DeepLearning/CNN/cnn2.jpg -- 11.89kb -> 11.56kb (2.81%)
/DeepLearning/CNN/cnn4.jpg -- 46.79kb -> 45.55kb (2.65%)
/DeepLearning/CNN/cnn0.jpg -- 8.86kb -> 8.66kb (2.24%)
/DeepLearning/CNN/cnn1.gif -- 469.14kb -> 459.07kb (2.15%)
/DeepLearning/CNN/cnn17.png -- 114.07kb -> 111.65kb (2.13%)
/DeepLearning/CNN/cnn11.png -- 27.28kb -> 26.88kb (1.46%)
/MachineLearning/svm-kernel2.gif -- 881.15kb -> 869.12kb (1.37%)
/DeepLearning/CNN/cnn8.png -- 537.41kb -> 531.30kb (1.14%)
/DeepLearning/CNN/cnn9.png -- 199.33kb -> 197.38kb (0.98%)
/DeepLearning/CNN/cnn10.png -- 427.93kb -> 424.34kb (0.84%)
/DeepLearning/CNN/cnn12.jpg -- 15.42kb -> 15.36kb (0.37%)
/MachineLearning/svm00.jpg -- 19.32kb -> 19.26kb (0.31%)
/MachineLearning/svm01.jpg -- 21.14kb -> 21.08kb (0.28%)
/MachineLearning/svm5.jpg -- 24.43kb -> 24.37kb (0.24%)
/DeepLearning/CNN/cnn2.gif -- 1,456.40kb -> 1,455.15kb (0.09%)
/DeepLearning/CNN/cnn20.png -- 97.48kb -> 97.45kb (0.03%)

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