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updated app.py #6

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updated app.py #6

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jatinarora1
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error arises if debug = True
Thread.local doesn't have value.

ImgBotApp and others added 3 commits May 11, 2020 05:25
@ImgBotApp
[ImgBot] Optimize images
33e6784 
*Total -- 36,591.57kb -> 31,991.37kb (12.57%)

/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_35.png -- 94.43kb -> 40.85kb (56.74%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_25.png -- 91.13kb -> 39.75kb (56.38%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_50.png -- 90.48kb -> 39.58kb (56.25%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_15.png -- 111.14kb -> 48.63kb (56.24%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_5.png -- 192.69kb -> 84.56kb (56.12%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_45.png -- 90.30kb -> 39.67kb (56.07%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_30.png -- 97.47kb -> 42.84kb (56.05%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_20.png -- 105.07kb -> 46.25kb (55.98%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_10.png -- 129.90kb -> 57.71kb (55.57%)
/Generative Adversarial Networks (GANs)/Results/results_MLP_GAN/gan_output_epoch_40.png -- 97.21kb -> 43.33kb (55.42%)
/Generative Adversarial Networks (GANs)/Results/results_DC_GAN/gan_output_epoch_10.png -- 95.36kb -> 44.21kb (53.65%)
/Generative Adversarial Networks (GANs)/Results/results_DC_GAN/gan_output_epoch_50.png -- 88.69kb -> 41.24kb (53.5%)
/Generative Adversarial Networks (GANs)/Results/results_DC_GAN/gan_output_epoch_20.png -- 92.83kb -> 43.31kb (53.34%)
/Generative Adversarial Networks (GANs)/Results/results_DC_GAN/gan_output_epoch_40.png -- 92.38kb -> 43.13kb (53.31%)
/Generative Adversarial Networks (GANs)/Results/results_DC_GAN/gan_output_epoch_30.png -- 93.27kb -> 43.79kb (53.05%)
/12. Support Vector Machines/img/loss.png -- 27.51kb -> 15.90kb (42.18%)
/6. Project - Face Recognition/OpenCV Basics/logo.png -- 19.53kb -> 11.87kb (39.21%)
/12. Support Vector Machines/img/svm1.png -- 30.41kb -> 19.64kb (35.42%)
/10. K-Means and Color Extraction/init_2.png -- 11.75kb -> 8.08kb (31.21%)
/Datasets/Images/images/horses/horse-127.jpg -- 28.23kb -> 19.66kb (30.36%)
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/Datasets/Images/images/horses/horse-104.jpg -- 27.36kb -> 19.36kb (29.25%)
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/Datasets/Images/images/horses/horse-59.jpg -- 20.52kb -> 14.60kb (28.84%)
/10. K-Means and Color Extraction/init_1.png -- 11.49kb -> 8.18kb (28.81%)
/Datasets/Images/images/horses/horse-76.jpg -- 21.66kb -> 15.43kb (28.76%)
/Datasets/Images/images/horses/horse-54.jpg -- 17.67kb -> 12.59kb (28.75%)
/Datasets/Images/images/horses/horse-151.jpg -- 18.70kb -> 13.32kb (28.74%)
/Datasets/Images/images/horses/horse-45.jpg -- 24.07kb -> 17.16kb (28.71%)
/Datasets/Images/images/horses/horse-112.jpg -- 17.01kb -> 12.14kb (28.61%)
/Datasets/Images/images/horses/horse-60.jpg -- 23.18kb -> 16.56kb (28.55%)
/Datasets/Images/images/horses/horse-174.jpg -- 30.46kb -> 21.78kb (28.5%)
/Datasets/Images/images/horses/horse-136.jpg -- 29.07kb -> 20.81kb (28.42%)
/Datasets/Images/images/humans/rider-57.jpg -- 17.56kb -> 12.57kb (28.41%)
/Datasets/Images/images/horses/horse-77.jpg -- 20.71kb -> 14.85kb (28.31%)
/Datasets/Images/images/humans/rider-92.jpg -- 31.57kb -> 22.69kb (28.13%)
/Datasets/Images/images/horses/horse-195.jpg -- 23.92kb -> 17.19kb (28.12%)
/Datasets/Images/images/humans/rider-34.jpg -- 21.98kb -> 15.80kb (28.12%)
/Datasets/Images/images/horses/horse-147.jpg -- 24.18kb -> 17.40kb (28.03%)
/Datasets/Images/images/humans/rider-31.jpg -- 21.60kb -> 15.57kb (27.92%)
/Datasets/Images/images/humans/rider-90.jpg -- 9.66kb -> 6.97kb (27.86%)
/Datasets/Images/images/horses/horse-185.jpg -- 20.93kb -> 15.10kb (27.84%)
/Datasets/Images/images/humans/rider-115.jpg -- 23.02kb -> 16.62kb (27.82%)
/Datasets/Images/images/humans/rider-120.jpg -- 26.76kb -> 19.32kb (27.8%)
/Datasets/Images/images/humans/rider-182.jpg -- 25.58kb -> 18.47kb (27.8%)
/Datasets/Images/images/humans/rider-35.jpg -- 19.51kb -> 14.09kb (27.79%)
/Datasets/Images/images/humans/rider-154.jpg -- 19.51kb -> 14.09kb (27.79%)
/Datasets/Images/images/horses/horse-32.jpg -- 22.15kb -> 16.00kb (27.75%)
/Datasets/Images/images/horses/horse-121.jpg -- 22.23kb -> 16.07kb (27.73%)
/Datasets/Images/images/humans/rider-151.jpg -- 22.20kb -> 16.06kb (27.65%)
/Datasets/Images/images/humans/rider-71.jpg -- 22.20kb -> 16.06kb (27.65%)
/Datasets/Images/images/horses/horse-44.jpg -- 19.32kb -> 13.98kb (27.61%)
/Datasets/Images/images/humans/rider-74.jpg -- 12.97kb -> 9.39kb (27.61%)
/Datasets/Images/images/horses/horse-84.jpg -- 21.90kb -> 15.86kb (27.61%)
/Datasets/Images/images/horses/horse-176.jpg -- 21.90kb -> 15.86kb (27.61%)
/Datasets/Images/images/horses/horse-33.jpg -- 12.84kb -> 9.30kb (27.6%)
/Datasets/Images/images/humans/rider-75.jpg -- 20.17kb -> 14.60kb (27.59%)
/Datasets/Images/images/humans/rider-85.jpg -- 17.06kb -> 12.35kb (27.59%)
/Datasets/Images/images/horses/horse-179.jpg -- 18.70kb -> 13.54kb (27.58%)
/Datasets/Images/images/horses/horse-119.jpg -- 17.29kb -> 12.52kb (27.57%)
/Datasets/Images/images/horses/horse-75.jpg -- 8.11kb -> 5.88kb (27.54%)
/Datasets/Images/images/humans/rider-18.jpg -- 17.11kb -> 12.40kb (27.53%)
/Datasets/Images/images/humans/rider-28.jpg -- 13.95kb -> 10.11kb (27.53%)
/Datasets/Images/images/humans/rider-180.jpg -- 21.56kb -> 15.65kb (27.41%)
/Datasets/Images/images/horses/horse-150.jpg -- 21.24kb -> 15.42kb (27.4%)
/Datasets/Images/images/humans/rider-138.jpg -- 21.49kb -> 15.61kb (27.36%)
/Datasets/Images/images/horses/horse-137.jpg -- 10.26kb -> 7.45kb (27.36%)
/Datasets/Images/images/humans/rider-77.jpg -- 21.37kb -> 15.54kb (27.27%)
/Datasets/Images/images/humans/rider-93.jpg -- 21.57kb -> 15.69kb (27.24%)
/Datasets/Images/images/horses/horse-87.jpg -- 19.33kb -> 14.06kb (27.24%)
/Datasets/Images/images/humans/rider-38.jpg -- 14.21kb -> 10.34kb (27.22%)
/Datasets/Images/images/humans/rider-40.jpg -- 19.91kb -> 14.49kb (27.22%)
/Datasets/Images/images/humans/rider-184.jpg -- 19.91kb -> 14.49kb (27.22%)
/Datasets/Images/images/humans/rider-53.jpg -- 18.41kb -> 13.40kb (27.22%)
/Datasets/Images/images/horses/horse-20.jpg -- 22.71kb -> 16.54kb (27.18%)
/Datasets/Images/images/humans/rider-179.jpg -- 24.26kb -> 17.68kb (27.12%)
/Datasets/Images/images/horses/horse-170.jpg -- 19.79kb -> 14.43kb (27.09%)
/Datasets/Images/images/horses/horse-103.jpg -- 21.02kb -> 15.33kb (27.06%)
/Datasets/Images/images/humans/rider-187.jpg -- 25.82kb -> 18.84kb (27.04%)
/Datasets/Images/images/humans/rider-82.jpg -- 21.98kb -> 16.04kb (27.03%)
/Datasets/Images/images/horses/horse-34.jpg -- 25.20kb -> 18.39kb (27.03%)
/Datasets/Images/images/humans/rider-174.jpg -- 29.05kb -> 21.20kb (27.02%)
/Datasets/Images/images/humans/rider-88.jpg -- 28.65kb -> 20.92kb (26.98%)
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/Datasets/Images/images/horses/horse-98.jpg -- 27.87kb -> 20.35kb (26.96%)
/Datasets/Images/images/humans/rider-95.jpg -- 21.20kb -> 15.49kb (26.95%)
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/Datasets/Images/images/humans/rider-131.jpg -- 14.05kb -> 10.27kb (26.91%)
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/Datasets/Images/images/humans/rider-46.jpg -- 17.34kb -> 12.68kb (26.87%)
/Datasets/Images/images/horses/horse-50.jpg -- 16.93kb -> 12.39kb (26.82%)
/Datasets/Images/images/horses/horse-166.jpg -- 19.70kb -> 14.42kb (26.81%)
/Datasets/Images/images/horses/horse-24.jpg -- 14.10kb -> 10.32kb (26.81%)
/Datasets/Images/images/humans/rider-142.jpg -- 19.97kb -> 14.63kb (26.77%)
/Datasets/Images/images/humans/rider-79.jpg -- 21.07kb -> 15.44kb (26.74%)
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/Datasets/Images/images/humans/rider-55.jpg -- 7.92kb -> 5.81kb (26.63%)
/Datasets/Images/images/horses/horse-107.jpg -- 22.52kb -> 16.52kb (26.63%)
/Datasets/Images/images/humans/rider-101.jpg -- 18.92kb -> 13.88kb (26.61%)
/Datasets/Images/images/horses/horse-108.jpg -- 20.62kb -> 15.14kb (26.6%)
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/Datasets/Images/images/humans/rider-80.jpg -- 23.74kb -> 17.42kb (26.59%)
/Datasets/Images/images/horses/horse-36.jpg -- 9.10kb -> 6.68kb (26.59%)
/Datasets/Images/images/horses/horse-163.jpg -- 17.05kb -> 12.52kb (26.57%)
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/Datasets/Images/images/horses/horse-115.jpg -- 15.91kb -> 11.69kb (26.55%)
/Datasets/Images/images/humans/rider-78.jpg -- 17.98kb -> 13.21kb (26.54%)
/Datasets/Images/images/horses/horse-86.jpg -- 16.34kb -> 12.01kb (26.52%)
/Datasets/Images/images/humans/rider-41.jpg -- 18.89kb -> 13.88kb (26.51%)
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/Datasets/Images/images/horses/horse-101.jpg -- 18.96kb -> 13.94kb (26.46%)
/Datasets/Images/images/horses/horse-78.jpg -- 31.33kb -> 23.05kb (26.45%)
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/Datasets/Images/images/humans/rider-30.jpg -- 17.30kb -> 13.01kb (24.83%)
/Datasets/Images/images/humans/rider-109.jpg -- 17.24kb -> 12.96kb (24.83%)
/Datasets/Images/images/humans/rider-10.jpg -- 17.24kb -> 12.96kb (24.83%)
/Datasets/Images/images/humans/rider-188.jpg -- 19.31kb -> 14.52kb (24.82%)
/Datasets/Images/images/horses/horse-134.jpg -- 10.62kb -> 7.98kb (24.81%)
/Datasets/Images/images/humans/rider-160.jpg -- 24.88kb -> 18.71kb (24.79%)
/Datasets/Images/images/horses/horse-193.jpg -- 17.65kb -> 13.28kb (24.78%)
/Datasets/Images/images/horses/horse-27.jpg -- 18.86kb -> 14.19kb (24.77%)
/Datasets/Images/images/horses/horse-158.jpg -- 18.86kb -> 14.19kb (24.77%)
/Datasets/Images/images/humans/rider-152.jpg -- 19.82kb -> 14.91kb (24.77%)
/Datasets/Images/images/horses/horse-83.jpg -- 21.99kb -> 16.54kb (24.76%)
/Datasets/Images/images/humans/rider-102.jpg -- 17.03kb -> 12.82kb (24.75%)
/Datasets/Images/images/horses/horse-47.jpg -- 15.29kb -> 11.51kb (24.71%)
/Datasets/Images/images/horses/horse-90.jpg -- 20.08kb -> 15.12kb (24.7%)
/Datasets/Images/images/humans/rider-129.jpg -- 10.05kb -> 7.57kb (24.7%)
/Datasets/Images/images/humans/rider-5.jpg -- 150.83kb -> 113.58kb (24.69%)
/Datasets/Images/images/horses/horse-89.jpg -- 19.06kb -> 14.37kb (24.62%)
/Datasets/Images/images/horses/horse-58.jpg -- 17.63kb -> 13.29kb (24.61%)
/Datasets/Images/images/humans/rider-12.jpg -- 21.18kb -> 15.97kb (24.61%)
/Datasets/Images/images/horses/horse-96.jpg -- 8.85kb -> 6.67kb (24.58%)
/Datasets/Images/images/humans/rider-27.jpg -- 17.17kb -> 12.95kb (24.57%)
/Datasets/Images/images/humans/rider-112.jpg -- 17.17kb -> 12.95kb (24.57%)
/Datasets/Images/images/horses/horse-140.jpg -- 14.02kb -> 10.58kb (24.54%)
/Datasets/Images/images/horses/horse-189.jpg -- 12.78kb -> 9.65kb (24.51%)
/Datasets/Images/images/humans/rider-54.jpg -- 13.25kb -> 10.00kb (24.51%)
/Datasets/Images/images/humans/rider-148.jpg -- 13.25kb -> 10.00kb (24.51%)
/Datasets/Images/images/humans/rider-176.jpg -- 14.24kb -> 10.75kb (24.51%)
/Datasets/Images/images/humans/rider-107.jpg -- 14.45kb -> 10.91kb (24.5%)
/Datasets/Images/images/humans/rider-42.jpg -- 19.73kb -> 14.90kb (24.5%)
/Datasets/Images/images/horses/horse-168.jpg -- 16.43kb -> 12.41kb (24.5%)
/Datasets/Images/images/humans/rider-144.jpg -- 11.36kb -> 8.58kb (24.49%)
/Datasets/Images/images/horses/horse-186.jpg -- 25.25kb -> 19.07kb (24.47%)
/Datasets/Images/images/humans/rider-156.jpg -- 15.45kb -> 11.67kb (24.43%)
/Datasets/Images/images/horses/horse-31.jpg -- 21.45kb -> 16.22kb (24.4%)
/Datasets/Images/images/humans/rider-15.jpg -- 18.05kb -> 13.65kb (24.38%)
/Datasets/Images/images/horses/horse-128.jpg -- 23.71kb -> 17.94kb (24.36%)
/Datasets/Images/images/humans/rider-52.jpg -- 18.64kb -> 14.11kb (24.34%)
/Datasets/Images/images/horses/horse-192.jpg -- 17.61kb -> 13.32kb (24.33%)
/12. Support Vector Machines/img/kernel_trick.png -- 85.20kb -> 64.48kb (24.32%)
/Datasets/Images/images/humans/rider-155.jpg -- 18.71kb -> 14.17kb (24.27%)
/Datasets/Images/images/horses/horse-37.jpg -- 13.56kb -> 10.27kb (24.25%)
/Datasets/Images/images/humans/rider-13.jpg -- 8.96kb -> 6.79kb (24.23%)
/Datasets/Images/images/horses/horse-42.jpg -- 16.98kb -> 12.86kb (24.22%)
/Datasets/Images/images/horses/horse-110.jpg -- 16.98kb -> 12.86kb (24.22%)
/Datasets/Images/images/horses/horse-85.jpg -- 15.89kb -> 12.04kb (24.21%)
/Datasets/Images/images/horses/horse-162.jpg -- 8.86kb -> 6.72kb (24.18%)
/Datasets/Images/images/humans/rider-192.jpg -- 11.91kb -> 9.04kb (24.12%)
/Datasets/Images/images/dogs/dog.193.jpg -- 11.58kb -> 8.79kb (24.09%)
/Datasets/Images/images/humans/rider-14.jpg -- 11.85kb -> 9.00kb (24.06%)
/Datasets/Images/images/humans/rider-123.jpg -- 17.86kb -> 13.56kb (24.06%)
/Datasets/Images/images/horses/horse-160.jpg -- 13.87kb -> 10.54kb (24.02%)
/Datasets/Images/images/horses/horse-144.jpg -- 9.87kb -> 7.50kb (24.01%)
/Datasets/Images/images/horses/horse-126.jpg -- 37.59kb -> 28.57kb (23.99%)
/Datasets/Images/images/humans/rider-173.jpg -- 11.72kb -> 8.91kb (23.96%)
/Datasets/Images/images/humans/rider-84.jpg -- 28.56kb -> 21.72kb (23.95%)
/Datasets/Images/images/humans/rider-143.jpg -- 14.87kb -> 11.31kb (23.94%)
/Datasets/Images/images/horses/horse-28.jpg -- 15.72kb -> 11.97kb (23.89%)
/Datasets/Images/images/humans/rider-141.jpg -- 12.20kb -> 9.29kb (23.86%)
/Datasets/Images/images/humans/rider-105.jpg -- 21.49kb -> 16.38kb (23.78%)
/Datasets/Images/images/humans/rider-62.jpg -- 8.33kb -> 6.35kb (23.76%)
/Datasets/Images/images/horses/horse-196.jpg -- 16.46kb -> 12.55kb (23.76%)
/Datasets/Images/images/horses/horse-190.jpg -- 19.31kb -> 14.73kb (23.72%)
/Datasets/Images/images/horses/horse-171.jpg -- 16.53kb -> 12.61kb (23.71%)
/Datasets/Images/images/horses/horse-143.jpg -- 15.94kb -> 12.16kb (23.7%)
/Datasets/Images/images/humans/rider-125.jpg -- 17.56kb -> 13.40kb (23.69%)
/Datasets/Images/images/humans/rider-198.jpg -- 15.40kb -> 11.76kb (23.67%)
/Datasets/Images/images/horses/horse-200.jpg -- 58.65kb -> 44.78kb (23.66%)
/Datasets/Images/images/humans/rider-20.jpg -- 9.40kb -> 7.18kb (23.61%)
/Datasets/Images/images/humans/rider-137.jpg -- 12.02kb -> 9.18kb (23.6%)
/Datasets/Images/images/horses/horse-11.jpg -- 14.89kb -> 11.37kb (23.6%)
/Datasets/Images/images/humans/rider-110.jpg -- 6.88kb -> 5.26kb (23.57%)
/Datasets/Images/images/humans/rider-172.jpg -- 10.37kb -> 7.93kb (23.56%)
/Datasets/Images/images/humans/rider-3.jpg -- 43.85kb -> 33.53kb (23.54%)
/Datasets/Images/images/humans/rider-177.jpg -- 14.18kb -> 10.85kb (23.5%)
/Datasets/Images/images/horses/horse-97.jpg -- 18.10kb -> 13.85kb (23.49%)
/Datasets/Images/images/humans/rider-94.jpg -- 17.74kb -> 13.57kb (23.49%)
/Datasets/Images/images/horses/horse-65.jpg -- 15.37kb -> 11.76kb (23.46%)
/Datasets/Images/images/horses/horse-39.jpg -- 12.41kb -> 9.50kb (23.42%)
/Datasets/Images/images/horses/horse-177.jpg -- 17.74kb -> 13.59kb (23.42%)
/Datasets/Images/images/horses/horse-135.jpg -- 9.22kb -> 7.06kb (23.41%)
/Datasets/Images/images/humans/rider-181.jpg -- 12.25kb -> 9.39kb (23.32%)
/Datasets/Images/images/horses/horse-106.jpg -- 15.14kb -> 11.61kb (23.3%)
/Datasets/Images/images/horses/horse-198.jpg -- 17.75kb -> 13.62kb (23.29%)
/Datasets/Images/images/horses/horse-199.jpg -- 17.75kb -> 13.62kb (23.29%)
/Datasets/Images/images/horses/horse-99.jpg -- 22.35kb -> 17.15kb (23.28%)
/Datasets/Images/images/horses/horse-66.jpg -- 14.68kb -> 11.27kb (23.25%)
/Datasets/Images/images/humans/rider-165.jpg -- 15.79kb -> 12.12kb (23.25%)
/Datasets/Images/images/humans/rider-59.jpg -- 14.92kb -> 11.46kb (23.23%)
/Datasets/Images/images/horses/horse-145.jpg -- 11.12kb -> 8.54kb (23.14%)
/Datasets/Images/images/horses/horse-142.jpg -- 19.23kb -> 14.80kb (23.06%)
/Datasets/Images/images/humans/rider-150.jpg -- 16.16kb -> 12.44kb (23.04%)
/Datasets/Images/images/humans/rider-8.jpg -- 44.68kb -> 34.39kb (23.04%)
/Datasets/Images/images/horses/horse-12.jpg -- 11.54kb -> 8.89kb (22.95%)
/Datasets/Images/images/horses/horse-67.jpg -- 16.63kb -> 12.82kb (22.91%)
/Datasets/Images/images/humans/rider-164.jpg -- 10.79kb -> 8.32kb (22.91%)
/Datasets/Images/images/humans/rider-29.jpg -- 18.79kb -> 14.49kb (22.87%)
/Datasets/Images/images/humans/rider-147.jpg -- 29.37kb -> 22.67kb (22.82%)
/Datasets/Images/images/humans/rider-136.jpg -- 29.37kb -> 22.67kb (22.82%)
/Datasets/Images/images/horses/horse-6.jpg -- 77.40kb -> 59.77kb (22.78%)
/Datasets/Images/images/humans/rider-183.jpg -- 20.71kb -> 16.00kb (22.78%)
/Datasets/Images/images/horses/horse-132.jpg -- 16.94kb -> 13.08kb (22.76%)
/Datasets/Images/images/horses/horse-149.jpg -- 19.23kb -> 14.86kb (22.74%)
/Datasets/Images/images/humans/rider-64.jpg -- 15.74kb -> 12.17kb (22.69%)
/Datasets/Images/images/horses/horse-188.jpg -- 12.97kb -> 10.03kb (22.68%)
/Datasets/Images/images/horses/horse-187.jpg -- 12.97kb -> 10.03kb (22.68%)
/Datasets/Images/images/horses/horse-23.jpg -- 17.76kb -> 13.74kb (22.65%)
/Datasets/Images/images/horses/horse-157.jpg -- 19.90kb -> 15.40kb (22.62%)
/Datasets/Images/images/humans/rider-194.jpg -- 5.22kb -> 4.04kb (22.62%)
/Datasets/Images/images/horses/horse-30.jpg -- 16.76kb -> 12.99kb (22.49%)
/Datasets/Images/images/humans/rider-162.jpg -- 10.80kb -> 8.37kb (22.49%)
/Datasets/Images/images/horses/horse-122.jpg -- 28.64kb -> 22.21kb (22.44%)
/Datasets/Images/images/horses/horse-40.jpg -- 13.93kb -> 10.80kb (22.44%)
/Datasets/Images/images/humans/rider-70.jpg -- 14.18kb -> 11.00kb (22.42%)
/Datasets/Images/images/humans/rider-89.jpg -- 14.18kb -> 11.00kb (22.42%)
/Datasets/Images/images/humans/rider-191.jpg -- 4.46kb -> 3.46kb (22.41%)
/Datasets/Images/images/horses/horse-146.jpg -- 16.66kb -> 12.92kb (22.4%)
/Datasets/Images/images/horses/horse-18.jpg -- 20.88kb -> 16.21kb (22.36%)
/Datasets/Images/images/humans/rider-100.jpg -- 19.71kb -> 15.30kb (22.35%)
/Datasets/Images/images/humans/rider-171.jpg -- 14.55kb -> 11.30kb (22.34%)
/Datasets/Images/images/humans/rider-60.jpg -- 13.67kb -> 10.62kb (22.33%)
/Datasets/Images/images/horses/horse-62.jpg -- 16.82kb -> 13.06kb (22.32%)
/Datasets/Images/images/horses/horse-183.jpg -- 7.53kb -> 5.85kb (22.32%)
/Datasets/Images/images/humans/rider-99.jpg -- 9.43kb -> 7.33kb (22.27%)
/Datasets/Images/images/horses/horse-21.jpg -- 15.16kb -> 11.79kb (22.26%)
/Datasets/Images/images/horses/horse-82.jpg -- 17.53kb -> 13.63kb (22.25%)
/Datasets/Images/images/humans/rider-113.jpg -- 6.33kb -> 4.93kb (22.21%)
/Datasets/Images/images/humans/rider-96.jpg -- 6.33kb -> 4.93kb (22.21%)
/Datasets/Images/images/horses/horse-63.jpg -- 14.67kb -> 11.42kb (22.11%)
/Datasets/Images/images/humans/rider-72.jpg -- 12.94kb -> 10.08kb (22.04%)
/Datasets/Images/images/horses/horse-64.jpg -- 16.73kb -> 13.04kb (22.02%)
/Datasets/Images/images/humans/rider-189.jpg -- 11.50kb -> 8.98kb (21.98%)
/12. Support Vector Machines/img/563px-Markovkate_01.svg.png -- 38.22kb -> 29.85kb (21.91%)
/Datasets/Images/images/humans/rider-32.jpg -- 10.95kb -> 8.55kb (21.89%)
/Datasets/Images/images/humans/rider-178.jpg -- 8.54kb -> 6.68kb (21.8%)
/Datasets/Images/images/horses/horse-138.jpg -- 15.67kb -> 12.27kb (21.66%)
/Datasets/Images/images/horses/horse-139.jpg -- 15.67kb -> 12.27kb (21.66%)
/Datasets/Images/images/humans/rider-149.jpg -- 11.22kb -> 8.79kb (21.65%)
/Datasets/Images/images/humans/rider-1.jpg -- 14.44kb -> 11.32kb (21.63%)
/Datasets/Images/images/humans/rider-128.jpg -- 7.76kb -> 6.08kb (21.63%)
/Datasets/Images/images/humans/rider-166.jpg -- 10.71kb -> 8.39kb (21.6%)
/Datasets/Images/images/humans/rider-76.jpg -- 14.35kb -> 11.25kb (21.58%)
/Datasets/Images/images/horses/horse-124.jpg -- 11.90kb -> 9.35kb (21.49%)
/Datasets/Images/images/horses/horse-49.jpg -- 15.33kb -> 12.06kb (21.33%)
/Datasets/Images/images/humans/rider-117.jpg -- 10.25kb -> 8.09kb (21.06%)
/Datasets/Images/images/humans/rider-87.jpg -- 10.25kb -> 8.09kb (21.06%)
/Datasets/Images/images/humans/rider-199.jpg -- 9.15kb -> 7.22kb (21.05%)
/Datasets/Images/images/humans/rider-69.jpg -- 9.97kb -> 7.88kb (20.98%)
/Datasets/Images/images/humans/rider-118.jpg -- 14.16kb -> 11.20kb (20.87%)
/Datasets/Images/images/humans/rider-133.jpg -- 15.34kb -> 12.17kb (20.72%)
/Datasets/Images/images/humans/rider-49.jpg -- 15.34kb -> 12.17kb (20.72%)
/Datasets/Images/images/horses/horse-81.jpg -- 19.06kb -> 15.12kb (20.68%)
/Datasets/Images/images/humans/rider-119.jpg -- 8.37kb -> 6.64kb (20.64%)
/Datasets/Images/images/horses/horse-1.jpg -- 15.37kb -> 12.20kb (20.63%)
/Datasets/Images/images/horses/horse-61.jpg -- 12.58kb -> 9.99kb (20.58%)
/Datasets/Images/images/horses/horse-69.jpg -- 12.48kb -> 9.92kb (20.51%)
/Datasets/Images/images/humans/rider-4.jpg -- 34.52kb -> 27.46kb (20.45%)
/Datasets/Images/images/horses/horse-4.jpg -- 31.47kb -> 25.10kb (20.26%)
/Datasets/Images/images/humans/rider-37.jpg -- 16.51kb -> 13.17kb (20.25%)
/Datasets/Images/images/humans/rider-68.jpg -- 9.58kb -> 7.65kb (20.11%)
/Datasets/Images/images/humans/rider-97.jpg -- 24.60kb -> 19.68kb (20.02%)
/Web Scrapping/Web_Scraping/android_files/100px-Android_robot_2014.svg.png -- 3.96kb -> 3.17kb (19.9%)
/Datasets/Images/images/humans/rider-44.jpg -- 9.17kb -> 7.36kb (19.8%)
/Datasets/Images/images/humans/rider-23.jpg -- 5.62kb -> 4.51kb (19.76%)
/Datasets/Images/images/horses/horse-15.jpg -- 271.84kb -> 218.13kb (19.76%)
/Datasets/Images/images/humans/rider-7.jpg -- 30.76kb -> 24.70kb (19.71%)
/Datasets/Images/images/humans/rider-6.jpg -- 30.76kb -> 24.70kb (19.71%)
/Datasets/Images/images/humans/rider-83.jpg -- 8.30kb -> 6.71kb (19.19%)
/Datasets/Images/images/horses/horse-172.jpg -- 12.71kb -> 10.30kb (19%)
/Datasets/Images/images/horses/horse-173.jpg -- 12.71kb -> 10.30kb (19%)
/Datasets/Images/images/horses/horse-169.jpg -- 13.03kb -> 10.58kb (18.84%)
/Datasets/Images/images/horses/horse-181.jpg -- 17.67kb -> 14.36kb (18.75%)
/Datasets/Images/images/horses/horse-80.jpg -- 16.95kb -> 13.81kb (18.5%)
/Datasets/Images/images/humans/rider-2.jpg -- 191.62kb -> 156.22kb (18.48%)
/10. K-Means and Color Extraction/pizza5.png -- 365.22kb -> 297.77kb (18.47%)
/Datasets/Images/images/horses/horse-46.jpg -- 10.41kb -> 8.49kb (18.41%)
/Datasets/Images/images/horses/horse-184.jpg -- 11.95kb -> 9.78kb (18.17%)
/10. K-Means and Color Extraction/pizza2.png -- 435.77kb -> 357.51kb (17.96%)
/12. Support Vector Machines/img/hyperplanes.jpg -- 21.24kb -> 17.43kb (17.92%)
/10. K-Means and Color Extraction/pizza1.png -- 376.33kb -> 309.19kb (17.84%)
/10. K-Means and Color Extraction/pizza4.png -- 447.60kb -> 368.00kb (17.78%)
/Datasets/Images/images/horses/horse-10.jpg -- 115.05kb -> 95.11kb (17.33%)
/Datasets/Images/images/horses/horse-9.jpg -- 115.05kb -> 95.11kb (17.33%)
/10. K-Means and Color Extraction/pizza3.png -- 394.48kb -> 326.16kb (17.32%)
/6. Project - Face Recognition/OpenCV Basics/dog.png -- 27.90kb -> 23.11kb (17.15%)
/Datasets/Images/images/horses/horse-194.jpg -- 37.99kb -> 31.49kb (17.12%)
/Datasets/Images/images/humans/rider-167.jpg -- 7.90kb -> 6.56kb (16.99%)
/Datasets/Images/images/horses/horse-129.jpg -- 13.77kb -> 11.43kb (16.96%)
/Datasets/Images/images/dogs/dog.60.jpg -- 15.36kb -> 12.86kb (16.27%)
/12. Support Vector Machines/img/circles_3d.png -- 428.52kb -> 359.32kb (16.15%)
/Datasets/Images/images/horses/horse-16.jpg -- 185.07kb -> 155.92kb (15.75%)
/Datasets/Images/images/humans/rider-157.jpg -- 12.40kb -> 10.48kb (15.48%)
/10. K-Means and Color Extraction/example.png -- 674.11kb -> 572.37kb (15.09%)
/12. Support Vector Machines/img/higher_dim.png -- 456.32kb -> 388.17kb (14.93%)
/12. Support Vector Machines/img/one_vs_rest.png -- 19.11kb -> 16.35kb (14.43%)
/Datasets/Images/images/cats/cat.84.jpg -- 20.76kb -> 17.85kb (14%)
/12. Support Vector Machines/img/multiclass.png -- 57.22kb -> 49.34kb (13.77%)
/Datasets/Images/images/horses/horse-164.jpg -- 9.07kb -> 7.83kb (13.71%)
/Datasets/Images/images/horses/horse-14.jpg -- 218.80kb -> 189.62kb (13.34%)
/Datasets/Images/images/horses/horse-51.jpg -- 15.10kb -> 13.10kb (13.27%)
/Datasets/Images/images/horses/horse-52.jpg -- 15.10kb -> 13.10kb (13.27%)
/Datasets/Images/images/humans/rider-202.jpg -- 692.49kb -> 600.89kb (13.23%)
/Datasets/Images/images/humans/rider-201.jpg -- 692.49kb -> 600.89kb (13.23%)
/Datasets/Images/images/cats/cat.183.jpg -- 2.47kb -> 2.16kb (12.53%)
/Datasets/Images/images/horses/horse-202.jpg -- 409.59kb -> 358.34kb (12.51%)
/Datasets/Images/images/cats/cat.57.jpg -- 5.62kb -> 4.92kb (12.5%)
/12. Support Vector Machines/img/svm_margin.png -- 304.26kb -> 267.09kb (12.22%)
/Datasets/Images/images/cats/cat.41.jpg -- 17.55kb -> 15.41kb (12.19%)
/Web Scrapping/Web_Scraping/android_files/230px-Android_6.0-en.png -- 171.86kb -> 151.58kb (11.81%)
/Web Scrapping/Web_Scraping/android_files/Android-2.0.png -- 141.55kb -> 125.00kb (11.69%)
/12. Support Vector Machines/img/separator.png -- 337.85kb -> 299.42kb (11.38%)
/Datasets/Images/images/cats/cat.146.jpg -- 2.73kb -> 2.42kb (11.33%)
/Web Scrapping/Web_Scraping/android_files/Android_5.0-en.png -- 123.02kb -> 109.11kb (11.31%)
/Datasets/Images/images/dogs/dog.81.jpg -- 3.05kb -> 2.73kb (10.61%)
/Web Scrapping/Web_Scraping/android_files/Android3.0.png -- 49.59kb -> 44.34kb (10.58%)
/Datasets/Images/images/horses/horse-13.jpg -- 251.86kb -> 225.55kb (10.45%)
/13. Decision Trees/img/play_table.jpeg -- 46.05kb -> 41.25kb (10.43%)
/Web Scrapping/Web_Scraping/android_files/Android_4.0.png -- 100.67kb -> 90.32kb (10.28%)
/Datasets/Images/images/dogs/dog.69.jpg -- 3.20kb -> 2.88kb (9.99%)
/12. Support Vector Machines/Project_Image_classification/classes.png -- 755.79kb -> 681.63kb (9.81%)
/Web Scrapping/Web_Scraping/android_files/230px-Android_screenshot.png -- 84.50kb -> 76.36kb (9.64%)
/Web Scrapping/Web_Scraping/android_files/Android_Nougat_screenshot_20170116-070000.png -- 61.32kb -> 55.52kb (9.45%)
/Web Scrapping/Web_Scraping/android_files/Android_7.0-en.png -- 62.26kb -> 56.39kb (9.43%)
/Datasets/Images/images/humans/rider-200.jpg -- 37.41kb -> 33.94kb (9.26%)
/Datasets/Images/images/cats/cat.184.jpg -- 21.12kb -> 19.18kb (9.21%)
/Web Scrapping/Web_Scraping/android_files/220px-Android_Version_History_By_Term.png -- 24.77kb -> 22.49kb (9.2%)
/Datasets/Images/images/horses/horse-201.jpg -- 455.90kb -> 414.27kb (9.13%)
/Datasets/Images/images/dogs/dog.80.jpg -- 49.58kb -> 45.10kb (9.05%)
/Datasets/Images/images/cats/cat.44.jpg -- 3.46kb -> 3.15kb (8.96%)
/12. Support Vector Machines/img/circles_low.png -- 224.29kb -> 204.38kb (8.87%)
/Datasets/Images/images/dogs/dog.166.jpg -- 28.48kb -> 26.00kb (8.72%)
/space-seamless-pattern_1284-4743.jpg -- 85.81kb -> 78.51kb (8.51%)
/Datasets/Images/images/cats/cat.68.jpg -- 4.95kb -> 4.54kb (8.31%)
/Web Scrapping/Web_Scraping/android_files/Nexus_one_home_screen_21.png -- 162.12kb -> 148.78kb (8.23%)
/Datasets/Images/images/cats/cat.124.jpg -- 13.14kb -> 12.10kb (7.97%)
/12. Support Vector Machines/img/higer_dim2.png -- 287.57kb -> 265.29kb (7.75%)
/Datasets/Images/images/horses/horse-7.jpg -- 82.55kb -> 76.18kb (7.71%)
/Datasets/Images/images/cats/cat.13.jpg -- 11.22kb -> 10.35kb (7.71%)
/Datasets/Images/images/cats/cat.176.jpg -- 13.27kb -> 12.26kb (7.6%)
/Datasets/Images/images/cats/cat.118.jpg -- 12.51kb -> 11.56kb (7.59%)
/Web Scrapping/Web_Scraping/android_files/Android_2.2_Froyo_home.png -- 148.66kb -> 137.92kb (7.22%)
/Datasets/Images/images/cats/cat.49.jpg -- 4.84kb -> 4.49kb (7.2%)
/Datasets/Images/images/dogs/dog.157.jpg -- 70.83kb -> 65.74kb (7.18%)
/Datasets/Images/images/cats/cat.80.jpg -- 6.65kb -> 6.18kb (7.08%)
/Datasets/Images/images/dogs/dog.182.jpg -- 4.46kb -> 4.14kb (7.07%)
/Datasets/Images/images/dogs/dog.105.jpg -- 7.91kb -> 7.35kb (7.03%)
/Datasets/Images/images/dogs/dog.11.jpg -- 4.72kb -> 4.40kb (6.97%)
/12. Support Vector Machines/img/3d_hyperplane.png -- 89.26kb -> 83.18kb (6.81%)
/Datasets/Images/images/cats/cat.123.jpg -- 7.93kb -> 7.39kb (6.79%)
/Datasets/Images/images/dogs/dog.12.jpg -- 4.54kb -> 4.23kb (6.79%)
/Datasets/Images/images/cats/cat.186.jpg -- 13.25kb -> 12.37kb (6.68%)
/Datasets/Images/images/cats/cat.73.jpg -- 18.83kb -> 17.59kb (6.61%)
/Datasets/Images/images/dogs/dog.55.jpg -- 61.57kb -> 57.52kb (6.58%)
/Datasets/Images/images/cats/cat.138.jpg -- 11.15kb -> 10.42kb (6.51%)
/Datasets/Images/images/cats/cat.177.jpg -- 17.21kb -> 16.09kb (6.51%)
/Datasets/Images/images/cats/cat.112.jpg -- 29.06kb -> 27.20kb (6.43%)
/Datasets/Images/images/dogs/dog.23.jpg -- 31.28kb -> 29.27kb (6.42%)
/Datasets/Images/images/cats/cat.58.jpg -- 16.25kb -> 15.21kb (6.42%)
/Datasets/Images/images/cats/cat.16.jpg -- 18.04kb -> 16.88kb (6.4%)
/Datasets/Images/images/cats/cat.27.jpg -- 26.35kb -> 24.67kb (6.37%)
/Datasets/Images/images/cats/cat.95.jpg -- 14.01kb -> 13.12kb (6.34%)
/Datasets/Images/images/dogs/dog.92.jpg -- 12.41kb -> 11.62kb (6.34%)
/Datasets/Images/images/cats/cat.106.jpg -- 19.76kb -> 18.51kb (6.32%)
/Datasets/Images/images/cats/cat.133.jpg -- 12.55kb -> 11.75kb (6.31%)
/Datasets/Images/images/cats/cat.65.jpg -- 19.20kb -> 17.99kb (6.29%)
/Datasets/Images/images/cats/cat.172.jpg -- 6.16kb -> 5.77kb (6.28%)
/Datasets/Images/images/dogs/dog.14.jpg -- 37.96kb -> 35.58kb (6.25%)
/Datasets/Images/images/horses/horse-17.jpg -- 533.36kb -> 500.12kb (6.23%)
/Datasets/Images/images/cats/cat.129.jpg -- 25.39kb -> 23.81kb (6.23%)
/Datasets/Images/images/cats/cat.61.jpg -- 23.17kb -> 21.73kb (6.18%)
/Datasets/Images/images/dogs/dog.187.jpg -- 9.17kb -> 8.60kb (6.18%)
/Datasets/Images/images/dogs/dog.45.jpg -- 28.79kb -> 27.02kb (6.15%)
/Datasets/Images/images/dogs/dog.86.jpg -- 5.95kb -> 5.58kb (6.14%)
/Datasets/Images/images/dogs/dog.53.jpg -- 27.72kb -> 26.04kb (6.07%)
/Datasets/Images/images/cats/cat.2.jpg -- 24.11kb -> 22.65kb (6.07%)
/Datasets/Images/images/dogs/dog.76.jpg -- 5.38kb -> 5.05kb (6.06%)
/Datasets/Images/images/cats/cat.137.jpg -- 27.92kb -> 26.24kb (6.02%)
/Datasets/Images/images/cats/cat.97.jpg -- 23.29kb -> 21.90kb (5.96%)
/Datasets/Images/images/dogs/dog.121.jpg -- 41.62kb -> 39.15kb (5.94%)
/Datasets/Images/images/dogs/dog.78.jpg -- 32.01kb -> 30.12kb (5.91%)
/Datasets/Images/images/dogs/dog.170.jpg -- 54.97kb -> 51.73kb (5.9%)
/Datasets/Images/images/dogs/dog.199.jpg -- 13.66kb -> 12.86kb (5.87%)
/Datasets/Images/images/dogs/dog.161.jpg -- 37.98kb -> 35.75kb (5.86%)
/10. K-Means and Color Extraction/elephant.jpg -- 35.40kb -> 33.33kb (5.84%)
/Datasets/Images/images/cats/cat.164.jpg -- 24.32kb -> 22.90kb (5.84%)
/Datasets/Images/images/cats/cat.135.jpg -- 20.73kb -> 19.53kb (5.8%)
/Datasets/Images/images/cats/cat.142.jpg -- 15.39kb -> 14.50kb (5.79%)
/Datasets/Images/images/cats/cat.119.jpg -- 22.84kb -> 21.52kb (5.78%)
/Datasets/Images/images/dogs/dog.19.jpg -- 7.45kb -> 7.02kb (5.77%)
/Datasets/Images/images/dogs/dog.16.jpg -- 42.94kb -> 40.47kb (5.76%)
/Datasets/Images/images/dogs/dog.62.jpg -- 40.79kb -> 38.44kb (5.75%)
/Datasets/Images/images/cats/cat.81.jpg -- 22.79kb -> 21.49kb (5.73%)
/Datasets/Images/images/dogs/dog.22.jpg -- 44.48kb -> 41.93kb (5.73%)
/Datasets/Images/images/dogs/dog.198.jpg -- 42.94kb -> 40.49kb (5.72%)
/Datasets/Images/images/cats/cat.152.jpg -- 34.53kb -> 32.57kb (5.68%)
/Datasets/Images/images/dogs/dog.58.jpg -- 37.37kb -> 35.26kb (5.66%)
/Datasets/Images/images/dogs/dog.70.jpg -- 12.24kb -> 11.55kb (5.64%)
/Datasets/Images/images/dogs/dog.40.jpg -- 9.20kb -> 8.68kb (5.64%)
/Datasets/Images/images/cats/cat.102.jpg -- 27.96kb -> 26.39kb (5.61%)
/Datasets/Images/images/dogs/dog.178.jpg -- 44.37kb -> 41.88kb (5.61%)
/Datasets/Images/images/dogs/dog.195.jpg -- 27.61kb -> 26.06kb (5.59%)
/Datasets/Images/images/dogs/dog.130.jpg -- 9.05kb -> 8.55kb (5.59%)
/Datasets/Images/images/dogs/dog.176.jpg -- 6.71kb -> 6.34kb (5.57%)
/Datasets/Images/images/cats/cat.91.jpg -- 15.92kb -> 15.03kb (5.56%)
/Datasets/Images/images/dogs/dog.42.jpg -- 14.73kb -> 13.91kb (5.56%)
/Datasets/Images/images/dogs/dog.142.jpg -- 8.63kb -> 8.16kb (5.54%)
/Datasets/Images/images/dogs/dog.162.jpg -- 27.03kb -> 25.55kb (5.49%)
/Datasets/Images/images/dogs/dog.177.jpg -- 44.82kb -> 42.38kb (5.45%)
/Datasets/Images/images/dogs/dog.163.jpg -- 10.81kb -> 10.22kb (5.44%)
/Datasets/Images/images/dogs/dog.190.jpg -- 20.52kb -> 19.41kb (5.43%)
/Datasets/Images/images/dogs/dog.145.jpg -- 21.14kb -> 20.00kb (5.4%)
/Datasets/Images/images/dogs/dog.173.jpg -- 43.38kb -> 41.04kb (5.39%)
/Datasets/Images/images/dogs/dog.119.jpg -- 24.57kb -> 23.25kb (5.39%)
/Datasets/Images/images/cats/cat.87.jpg -- 16.81kb -> 15.91kb (5.38%)
/Datasets/Images/images/cats/cat.105.jpg -- 6.01kb -> 5.69kb (5.37%)
/Datasets/Images/images/cats/cat.130.jpg -- 15.96kb -> 15.11kb (5.35%)
/Datasets/Images/images/cats/cat.8.jpg -- 22.54kb -> 21.33kb (5.35%)
/Datasets/Images/images/dogs/dog.188.jpg -- 17.24kb -> 16.32kb (5.33%)
/Datasets/Images/images/cats/cat.3.jpg -- 37.08kb -> 35.11kb (5.32%)
/Datasets/Images/images/cats/cat.56.jpg -- 19.99kb -> 18.93kb (5.32%)
/Datasets/Images/images/dogs/dog.197.jpg -- 47.16kb -> 44.66kb (5.3%)
/Datasets/Images/images/cats/cat.148.jpg -- 11.64kb -> 11.03kb (5.26%)
/Datasets/Images/images/cats/cat.99.jpg -- 6.48kb -> 6.14kb (5.26%)
/Datasets/Images/images/dogs/dog.13.jpg -- 29.80kb -> 28.24kb (5.24%)
/Datasets/Images/images/cats/cat.189.jpg -- 19.64kb -> 18.61kb (5.23%)
/Datasets/Images/images/dogs/dog.26.jpg -- 12.36kb -> 11.71kb (5.23%)
/Datasets/Images/images/dogs/dog.165.jpg -- 22.14kb -> 20.99kb (5.21%)
/Datasets/Images/images/cats/cat.149.jpg -- 36.32kb -> 34.43kb (5.2%)
/Datasets/Images/images/dogs/dog.112.jpg -- 23.08kb -> 21.89kb (5.17%)
/Datasets/Images/images/cats/cat.168.jpg -- 7.76kb -> 7.36kb (5.14%)
/Datasets/Images/images/dogs/dog.34.jpg -- 38.27kb -> 36.30kb (5.13%)
/Datasets/Images/images/cats/cat.60.jpg -- 6.97kb -> 6.62kb (5.13%)
/Datasets/Images/images/dogs/dog.175.jpg -- 21.28kb -> 20.19kb (5.13%)
/Datasets/Images/images/dogs/dog.151.jpg -- 45.03kb -> 42.73kb (5.1%)
/Datasets/Images/images/dogs/dog.127.jpg -- 11.36kb -> 10.78kb (5.09%)
/Datasets/Images/images/dogs/dog.2.jpg -- 8.29kb -> 7.87kb (5.09%)
/Datasets/Images/images/dogs/dog.136.jpg -- 35.73kb -> 33.91kb (5.08%)
/Datasets/Images/images/dogs/dog.93.jpg -- 17.54kb -> 16.65kb (5.07%)
/Datasets/Images/images/dogs/dog.59.jpg -- 29.11kb -> 27.63kb (5.07%)
/Datasets/Images/images/dogs/dog.28.jpg -- 26.63kb -> 25.28kb (5.07%)
/Datasets/Images/images/dogs/dog.167.jpg -- 19.57kb -> 18.59kb (5.04%)
/Datasets/Images/images/dogs/dog.33.jpg -- 24.42kb -> 23.20kb (5.03%)
/12. Support Vector Machines/img/1920px-Cheetal_(spotted_deer)_at_Van_Vihar_National_Park.jpg -- 748.32kb -> 710.74kb (5.02%)
/Datasets/Images/images/dogs/dog.106.jpg -- 22.00kb -> 20.90kb (5%)
/Datasets/Images/images/dogs/dog.155.jpg -- 20.98kb -> 19.93kb (4.98%)
/Datasets/Images/images/cats/cat.64.jpg -- 19.06kb -> 18.11kb (4.97%)
/Datasets/Images/images/cats/cat.159.jpg -- 29.78kb -> 28.29kb (4.97%)
/Datasets/Images/images/dogs/dog.50.jpg -- 7.41kb -> 7.04kb (4.97%)
/Datasets/Images/images/cats/cat.104.jpg -- 18.50kb -> 17.58kb (4.97%)
/Datasets/Images/images/dogs/dog.110.jpg -- 35.55kb -> 33.79kb (4.95%)
/Datasets/Images/images/dogs/dog.133.jpg -- 39.61kb -> 37.66kb (4.95%)
/Datasets/Images/images/dogs/dog.97.jpg -- 41.16kb -> 39.13kb (4.94%)
/Datasets/Images/images/cats/cat.20.jpg -- 21.53kb -> 20.46kb (4.94%)
/Datasets/Images/images/dogs/dog.65.jpg -- 7.95kb -> 7.56kb (4.92%)
/Datasets/Images/images/cats/cat.28.jpg -- 9.18kb -> 8.73kb (4.9%)
/Datasets/Images/images/dogs/dog.88.jpg -- 32.72kb -> 31.12kb (4.9%)
/Datasets/Images/images/cats/cat.39.jpg -- 14.66kb -> 13.95kb (4.87%)
/Datasets/Images/images/cats/cat.134.jpg -- 16.91kb -> 16.10kb (4.83%)
/Datasets/Images/images/cats/cat.82.jpg -- 25.94kb -> 24.69kb (4.82%)
/Datasets/Images/images/dogs/dog.20.jpg -- 37.40kb -> 35.60kb (4.82%)
/Datasets/Images/images/dogs/dog.7.jpg -- 13.66kb -> 13.01kb (4.8%)
/Datasets/Images/images/dogs/dog.66.jpg -- 26.89kb -> 25.60kb (4.79%)
/Datasets/Images/images/dogs/dog.194.jpg -- 9.51kb -> 9.06kb (4.79%)
/Datasets/Images/images/dogs/dog.91.jpg -- 7.34kb -> 6.99kb (4.79%)
/Datasets/Images/images/cats/cat.179.jpg -- 16.23kb -> 15.46kb (4.75%)
/Datasets/Images/images/cats/cat.92.jpg -- 26.44kb -> 25.18kb (4.74%)
/Datasets/Images/images/cats/cat.103.jpg -- 24.27kb -> 23.12kb (4.73%)
/Datasets/Images/images/dogs/dog.114.jpg -- 42.62kb -> 40.61kb (4.72%)
/Datasets/Images/images/dogs/dog.120.jpg -- 31.90kb -> 30.40kb (4.72%)
/Datasets/Images/images/dogs/dog.31.jpg -- 14.89kb -> 14.19kb (4.71%)
/Datasets/Images/images/cats/cat.114.jpg -- 11.06kb -> 10.54kb (4.71%)
/Datasets/Images/images/dogs/dog.149.jpg -- 10.88kb -> 10.37kb (4.71%)
/Datasets/Images/images/dogs/dog.44.jpg -- 28.64kb -> 27.29kb (4.71%)
/Datasets/Images/images/cats/cat.190.jpg -- 23.89kb -> 22.77kb (4.7%)
/Datasets/Images/images/cats/cat.117.jpg -- 21.64kb -> 20.63kb (4.7%)
/Datasets/Images/images/cats/cat.22.jpg -- 28.55kb -> 27.21kb (4.68%)
/Datasets/Images/images/cats/cat.59.jpg -- 19.89kb -> 18.96kb (4.68%)
/Datasets/Images/images/dogs/dog.63.jpg -- 44.23kb -> 42.16kb (4.67%)
/Datasets/Images/images/dogs/dog.39.jpg -- 16.85kb -> 16.06kb (4.67%)
/Datasets/Images/images/dogs/dog.94.jpg -- 16.31kb -> 15.55kb (4.66%)
/Datasets/Images/images/cats/cat.29.jpg -- 25.16kb -> 23.99kb (4.66%)
/Datasets/Images/images/dogs/dog.8.jpg -- 46.67kb -> 44.50kb (4.65%)
/Datasets/Images/images/dogs/dog.54.jpg -- 20.70kb -> 19.74kb (4.65%)
/Datasets/Images/images/cats/cat.31.jpg -- 28.30kb -> 26.99kb (4.64%)
/Datasets/Images/images/dogs/dog.189.jpg -- 20.97kb -> 20.00kb (4.64%)
/Datasets/Images/images/cats/cat.88.jpg -- 16.61kb -> 15.84kb (4.63%)
/Datasets/Images/images/cats/cat.1.jpg -- 16.48kb -> 15.72kb (4.61%)
/Datasets/Images/images/dogs/dog.134.jpg -- 25.15kb -> 23.99kb (4.61%)
/Datasets/Images/images/cats/cat.42.jpg -- 7.57kb -> 7.22kb (4.59%)
/Datasets/Images/images/cats/cat.199.jpg -- 15.01kb -> 14.32kb (4.59%)
/Datasets/Images/images/cats/cat.76.jpg -- 21.47kb -> 20.48kb (4.58%)
/Datasets/Images/images/cats/cat.128.jpg -- 24.38kb -> 23.26kb (4.58%)
/Datasets/Images/images/cats/cat.155.jpg -- 12.00kb -> 11.45kb (4.57%)
/Datasets/Images/images/cats/cat.202.jpg -- 10.96kb -> 10.46kb (4.57%)
/Datasets/Images/images/dogs/dog.108.jpg -- 23.94kb -> 22.84kb (4.57%)
/Datasets/Images/images/dogs/dog.52.jpg -- 37.74kb -> 36.03kb (4.54%)
/Datasets/Images/images/cats/cat.69.jpg -- 22.26kb -> 21.26kb (4.53%)
/Datasets/Images/images/dogs/dog.192.jpg -- 9.77kb -> 9.33kb (4.52%)
/Datasets/Images/images/cats/cat.45.jpg -- 15.87kb -> 15.16kb (4.52%)
/Datasets/Images/images/cats/cat.33.jpg -- 19.57kb -> 18.69kb (4.51%)
/Datasets/Images/images/dogs/dog.3.jpg -- 27.79kb -> 26.55kb (4.46%)
/Datasets/Images/images/dogs/dog.5.jpg -- 37.02kb -> 35.37kb (4.46%)
/Datasets/Images/images/dogs/dog.126.jpg -- 14.60kb -> 13.95kb (4.45%)
/Datasets/Images/images/cats/cat.51.jpg -- 19.34kb -> 18.48kb (4.45%)
/Datasets/Images/images/dogs/dog.174.jpg -- 11.00kb -> 10.51kb (4.43%)
/Datasets/Images/images/dogs/dog.137.jpg -- 21.29kb -> 20.35kb (4.42%)
/Datasets/Images/images/dogs/dog.200.jpg -- 10.48kb -> 10.01kb (4.42%)
/Datasets/Images/images/dogs/dog.103.jpg -- 17.34kb -> 16.57kb (4.41%)
/Datasets/Images/images/cats/cat.89.jpg -- 34.51kb -> 32.99kb (4.41%)
/Transfer Learning/image_2.jpg -- 151.56kb -> 144.88kb (4.41%)
/Datasets/Images/images/cats/cat.144.jpg -- 30.47kb -> 29.14kb (4.37%)
/Datasets/Images/images/dogs/dog.90.jpg -- 29.51kb -> 28.22kb (4.36%)
/Datasets/Images/images/dogs/dog.169.jpg -- 7.87kb -> 7.53kb (4.36%)
/Datasets/Images/images/dogs/dog.147.jpg -- 23.48kb -> 22.46kb (4.35%)
/Datasets/Images/images/dogs/dog.104.jpg -- 16.01kb -> 15.31kb (4.35%)
/Datasets/Images/images/dogs/dog.122.jpg -- 19.51kb -> 18.67kb (4.35%)
/Datasets/Images/images/cats/cat.86.jpg -- 27.12kb -> 25.94kb (4.33%)
/Datasets/Images/images/dogs/dog.185.jpg -- 31.81kb -> 30.43kb (4.33%)
/Datasets/Images/images/dogs/dog.156.jpg -- 37.00kb -> 35.40kb (4.33%)
/Datasets/Images/images/cats/cat.115.jpg -- 8.22kb -> 7.86kb (4.33%)
/Datasets/Images/images/dogs/dog.172.jpg -- 31.31kb -> 29.95kb (4.32%)
/Datasets/Images/images/dogs/dog.100.jpg -- 23.60kb -> 22.58kb (4.32%)
/Datasets/Images/images/cats/cat.125.jpg -- 24.13kb -> 23.08kb (4.32%)
/Datasets/Images/images/cats/cat.165.jpg -- 12.46kb -> 11.93kb (4.3%)
/Datasets/Images/images/cats/cat.74.jpg -- 8.15kb -> 7.80kb (4.3%)
/Datasets/Images/images/cats/cat.136.jpg -- 30.40kb -> 29.09kb (4.3%)
/Datasets/Images/images/dogs/dog.99.jpg -- 33.59kb -> 32.14kb (4.29%)
/Datasets/Images/images/dogs/dog.184.jpg -- 36.49kb -> 34.92kb (4.29%)
/Datasets/Images/images/cats/cat.175.jpg -- 9.93kb -> 9.50kb (4.29%)
/Datasets/Images/images/cats/cat.193.jpg -- 7.84kb -> 7.50kb (4.28%)
/Datasets/Images/images/dogs/dog.128.jpg -- 21.55kb -> 20.63kb (4.28%)
/Datasets/Images/images/dogs/dog.160.jpg -- 14.50kb -> 13.88kb (4.28%)
/Datasets/Images/images/dogs/dog.196.jpg -- 26.05kb -> 24.94kb (4.27%)
/Datasets/Images/images/cats/cat.53.jpg -- 23.03kb -> 22.05kb (4.23%)
/Datasets/Images/images/cats/cat.32.jpg -- 28.66kb -> 27.44kb (4.23%)
/Datasets/Images/images/cats/cat.55.jpg -- 23.11kb -> 22.13kb (4.23%)
/Datasets/Images/images/cats/cat.83.jpg -- 24.07kb -> 23.06kb (4.22%)
/Datasets/Images/images/cats/cat.140.jpg -- 12.12kb -> 11.61kb (4.22%)
/Datasets/Images/images/cats/cat.197.jpg -- 21.57kb -> 20.66kb (4.22%)
/Datasets/Images/images/cats/cat.72.jpg -- 20.91kb -> 20.02kb (4.22%)
/Datasets/Images/images/dogs/dog.117.jpg -- 21.35kb -> 20.45kb (4.21%)
/Datasets/Images/images/dogs/dog.30.jpg -- 19.43kb -> 18.61kb (4.2%)
/Datasets/Images/images/cats/cat.139.jpg -- 19.11kb -> 18.31kb (4.2%)
/Datasets/Images/images/cats/cat.71.jpg -- 21.32kb -> 20.43kb (4.2%)
/Datasets/Images/images/dogs/dog.18.jpg -- 11.54kb -> 11.06kb (4.2%)
/Datasets/Images/images/dogs/dog.77.jpg -- 17.00kb -> 16.29kb (4.19%)
/Datasets/Images/images/dogs/dog.67.jpg -- 32.80kb -> 31.43kb (4.17%)
/Datasets/Images/images/dogs/dog.15.jpg -- 22.09kb -> 21.18kb (4.15%)
/Datasets/Images/images/cats/cat.181.jpg -- 9.79kb -> 9.38kb (4.13%)
/Datasets/Images/images/dogs/dog.98.jpg -- 49.05kb -> 47.03kb (4.12%)
/Datasets/Images/images/cats/cat.18.jpg -- 29.41kb -> 28.20kb (4.12%)
/Datasets/Images/images/dogs/dog.118.jpg -- 18.68kb -> 17.91kb (4.11%)
/Datasets/Images/images/dogs/dog.183.jpg -- 8.45kb -> 8.11kb (4.11%)
/Datasets/Images/images/cats/cat.4.jpg -- 20.14kb -> 19.31kb (4.11%)
/Datasets/Images/images/dogs/dog.152.jpg -- 20.69kb -> 19.84kb (4.11%)
/Datasets/Images/images/cats/cat.157.jpg -- 12.94kb -> 12.41kb (4.11%)
/Datasets/Images/images/dogs/dog.146.jpg -- 20.92kb -> 20.06kb (4.1%)
/Datasets/Images/images/dogs/dog.109.jpg -- 15.03kb -> 14.42kb (4.09%)
/Datasets/Images/images/cats/cat.141.jpg -- 18.95kb -> 18.18kb (4.08%)
/Datasets/Images/images/dogs/dog.191.jpg -- 26.93kb -> 25.83kb (4.08%)
/Datasets/Images/images/dogs/dog.73.jpg -- 13.20kb -> 12.67kb (4.08%)
/Datasets/Images/images/dogs/dog.201.jpg -- 37.97kb -> 36.43kb (4.07%)
/Datasets/Images/images/cats/cat.50.jpg -- 9.47kb -> 9.09kb (4.06%)
/Datasets/Images/images/cats/cat.36.jpg -- 22.63kb -> 21.71kb (4.06%)
/Datasets/Images/images/dogs/dog.181.jpg -- 36.22kb -> 34.75kb (4.06%)
/Datasets/Images/images/cats/cat.14.jpg -- 13.18kb -> 12.64kb (4.04%)
/Datasets/Images/images/cats/cat.107.jpg -- 22.54kb -> 21.63kb (4.04%)
/Datasets/Images/images/cats/cat.188.jpg -- 12.52kb -> 12.02kb (4.03%)
/Datasets/Images/images/cats/cat.113.jpg -- 17.69kb -> 16.98kb (4.03%)
/Datasets/Images/images/cats/cat.173.jpg -- 36.97kb -> 35.48kb (4.03%)
/Datasets/Images/images/cats/cat.110.jpg -- 22.49kb -> 21.59kb (4.02%)
/Datasets/Images/images/cats/cat.156.jpg -- 16.90kb -> 16.22kb (4.02%)
/Datasets/Images/images/dogs/dog.111.jpg -- 31.43kb -> 30.17kb (4.01%)
/Datasets/Images/images/dogs/dog.123.jpg -- 28.84kb -> 27.69kb (4.01%)
/Datasets/Images/images/cats/cat.154.jpg -- 9.01kb -> 8.65kb (4%)
/Datasets/Images/images/dogs/dog.56.jpg -- 24.00kb -> 23.04kb (4%)
/Datasets/Images/images/cats/cat.158.jpg -- 30.98kb -> 29.75kb (3.99%)
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/Datasets/Images/images/dogs/dog.131.jpg -- 34.44kb -> 33.08kb (3.96%)
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/Datasets/Images/images/dogs/dog.179.jpg -- 22.87kb -> 21.97kb (3.95%)
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/Datasets/Images/images/cats/cat.30.jpg -- 12.40kb -> 11.92kb (3.88%)
/Datasets/Images/images/dogs/dog.125.jpg -- 18.23kb -> 17.52kb (3.88%)
/12. Support Vector Machines/img/svm_outliers.png -- 19.60kb -> 18.84kb (3.87%)
/Datasets/Images/images/dogs/dog.144.jpg -- 29.88kb -> 28.73kb (3.87%)
/Datasets/Images/images/cats/cat.34.jpg -- 24.82kb -> 23.86kb (3.86%)
/Datasets/Images/images/dogs/dog.85.jpg -- 8.24kb -> 7.92kb (3.84%)
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/Datasets/Images/images/dogs/dog.171.jpg -- 18.79kb -> 18.07kb (3.82%)
/Datasets/Images/images/dogs/dog.83.jpg -- 21.52kb -> 20.70kb (3.82%)
/Datasets/Images/images/cats/cat.23.jpg -- 13.53kb -> 13.01kb (3.81%)
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/Datasets/Images/images/dogs/dog.164.jpg -- 10.68kb -> 10.27kb (3.79%)
/Datasets/Images/images/cats/cat.151.jpg -- 29.69kb -> 28.56kb (3.78%)
/Datasets/Images/images/cats/cat.12.jpg -- 11.83kb -> 11.38kb (3.77%)
/Datasets/Images/images/cats/cat.131.jpg -- 27.18kb -> 26.16kb (3.76%)
/Datasets/Images/images/dogs/dog.36.jpg -- 12.02kb -> 11.57kb (3.76%)
/Datasets/Images/images/cats/cat.9.jpg -- 15.84kb -> 15.24kb (3.76%)
/Datasets/Images/images/dogs/dog.115.jpg -- 29.89kb -> 28.77kb (3.75%)
/Datasets/Images/images/cats/cat.21.jpg -- 33.54kb -> 32.28kb (3.75%)
/Datasets/Images/images/dogs/dog.38.jpg -- 30.13kb -> 29.00kb (3.75%)
/Datasets/Images/images/cats/cat.19.jpg -- 12.40kb -> 11.93kb (3.74%)
/Datasets/Images/images/dogs/dog.74.jpg -- 30.18kb -> 29.05kb (3.73%)
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/Datasets/Images/images/cats/cat.182.jpg -- 22.92kb -> 22.06kb (3.72%)
/Datasets/Images/images/dogs/dog.41.jpg -- 11.91kb -> 11.46kb (3.72%)
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/Datasets/Images/images/cats/cat.178.jpg -- 16.88kb -> 16.25kb (3.7%)
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/Datasets/Images/images/cats/cat.170.jpg -- 20.48kb -> 19.72kb (3.69%)
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/Datasets/Images/images/dogs/dog.64.jpg -- 38.49kb -> 37.10kb (3.6%)
/Datasets/Images/images/cats/cat.111.jpg -- 17.75kb -> 17.11kb (3.59%)
/Datasets/Images/images/cats/cat.24.jpg -- 21.87kb -> 21.08kb (3.59%)
/Datasets/Images/images/cats/cat.132.jpg -- 19.61kb -> 18.91kb (3.59%)
/Datasets/Images/images/dogs/dog.129.jpg -- 10.68kb -> 10.30kb (3.57%)
/Datasets/Images/images/dogs/dog.139.jpg -- 23.69kb -> 22.84kb (3.57%)
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/Datasets/Images/images/cats/cat.171.jpg -- 11.28kb -> 10.88kb (3.51%)
/Datasets/Images/images/dogs/dog.89.jpg -- 23.09kb -> 22.28kb (3.51%)
/Datasets/Images/images/cats/cat.7.jpg -- 36.07kb -> 34.81kb (3.5%)
/Datasets/Images/images/cats/cat.161.jpg -- 32.20kb -> 31.08kb (3.49%)
/Datasets/Images/images/dogs/dog.143.jpg -- 31.12kb -> 30.03kb (3.48%)
/Datasets/Images/images/dogs/dog.148.jpg -- 28.54kb -> 27.55kb (3.47%)
/Datasets/Images/images/dogs/dog.51.jpg -- 29.55kb -> 28.53kb (3.47%)
/Datasets/Images/images/dogs/dog.168.jpg -- 9.24kb -> 8.92kb (3.47%)
/Datasets/Images/images/dogs/dog.9.jpg -- 28.06kb -> 27.09kb (3.46%)
/Datasets/Images/images/cats/cat.127.jpg -- 12.52kb -> 12.09kb (3.45%)
/Datasets/Images/images/dogs/dog.140.jpg -- 16.41kb -> 15.84kb (3.45%)
/Datasets/Images/images/cats/cat.163.jpg -- 18.00kb -> 17.38kb (3.45%)
/Datasets/Images/images/dogs/dog.6.jpg -- 30.79kb -> 29.72kb (3.45%)
/Datasets/Images/images/cats/cat.166.jpg -- 15.47kb -> 14.94kb (3.43%)
/Datasets/Images/images/cats/cat.167.jpg -- 35.36kb -> 34.15kb (3.42%)
/Datasets/Images/images/cats/cat.122.jpg -- 23.01kb -> 22.22kb (3.42%)
/Datasets/Images/images/dogs/dog.82.jpg -- 33.51kb -> 32.36kb (3.41%)
/Datasets/Images/images/cats/cat.198.jpg -- 33.78kb -> 32.63kb (3.39%)
/Datasets/Images/images/dogs/dog.57.jpg -- 13.84kb -> 13.37kb (3.39%)
/Datasets/Images/images/cats/cat.194.jpg -- 23.65kb -> 22.85kb (3.39%)
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/Datasets/Images/images/cats/cat.191.jpg -- 22.44kb -> 21.69kb (3.35%)
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/Datasets/Images/images/dogs/dog.180.jpg -- 28.98kb -> 28.01kb (3.34%)
/Datasets/Images/images/cats/cat.37.jpg -- 19.72kb -> 19.06kb (3.34%)
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/Datasets/Images/images/dogs/dog.87.jpg -- 21.62kb -> 20.93kb (3.21%)
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/Datasets/Images/images/cats/cat.143.jpg -- 19.98kb -> 19.43kb (2.75%)
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/Datasets/Images/images/dogs/dog.132.jpg -- 15.24kb -> 14.82kb (2.73%)
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/Datasets/Images/images/dogs/dog.116.jpg -- 14.83kb -> 14.43kb (2.73%)
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/Datasets/Images/images/dogs/dog.138.jpg -- 19.42kb -> 18.91kb (2.6%)
/Datasets/Images/images/cats/cat.192.jpg -- 24.97kb -> 24.34kb (2.54%)
/Datasets/Images/images/cats/cat.15.jpg -- 20.09kb -> 19.59kb (2.46%)
/Datasets/Images/images/dogs/dog.84.jpg -- 23.26kb -> 22.72kb (2.31%)
/Datasets/Images/images/cats/cat.126.jpg -- 20.99kb -> 20.54kb (2.16%)
/Web Scrapping/Web_Scraping/android_files/230px-Android_Cupcake_home_screen.jpg -- 21.17kb -> 20.74kb (2.04%)
/12. Support Vector Machines/mnist/svm_loss.png -- 65.75kb -> 64.74kb (1.53%)
/16. CNN/74492514-2c47-48fb-a822-80e05464021b.jpg -- 203.52kb -> 200.43kb (1.52%)
/13. Decision Trees/img/table.jpg -- 120.05kb -> 118.37kb (1.41%)
/Deploying ML models on web/Image Captioning/static/images (3).jpg -- 36.70kb -> 36.20kb (1.36%)
/16. CNN/sample_image.jpg -- 194.11kb -> 191.73kb (1.23%)
/Web Scrapping/Web_Scraping/android_files/30px-Commons-logo.svg.png -- 1.69kb -> 1.67kb (1.1%)
/Web Scrapping/Web_Scraping/android_files/230px-Nexus_5_(Android_4.4.2)_Screenshot.jpg -- 16.16kb -> 16.07kb (0.58%)
/Web Scrapping/Web_Scraping/profile.jpg -- 8.60kb -> 8.55kb (0.57%)
/Web Scrapping/Web_Scraping/sample_pic.jpg -- 8.60kb -> 8.55kb (0.57%)
/Transfer Learning/image.jpg -- 41.13kb -> 40.93kb (0.48%)
/Web Scrapping/Web_Scraping/android_files/230px-Android_4.1_on_the_Galaxy_Nexus.jpeg -- 14.93kb -> 14.88kb (0.33%)
/Deploying ML models on web/Image Captioning/static/images (2).jpg -- 35.88kb -> 35.86kb (0.06%)
/Transfer Learning/image2.jpg -- 6,228.86kb -> 6,228.85kb (0%)

Signed-off-by: ImgBotApp <ImgBotHelp@gmail.com>
@jatinarora1
updated app.py
d083528
@jatinarora1
Merge pull request #1 from jatinarora1/imgbot
109ae85 
[ImgBot] Optimize images
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@jatinarora1 @ImgBotApp