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*Total -- 72,642.88kb -> 58,357.58kb (19.67%) /Sequence Models/Week3/Machine Translation/images/date_attention.png -- 131.10kb -> 40.18kb (69.36%) /Sequence Models/Week3/Machine Translation/images/date_attention2.png -- 129.72kb -> 40.48kb (68.79%) /Sequence Models/Week2/Word Vector Representation/images/lookup.png -- 59.22kb -> 22.06kb (62.75%) /Convolutional Neural Networks/Week4/Neural Style Transfer/images/hidden_layers.png -- 360.14kb -> 138.53kb (61.53%) /Neural Networks and Deep Learning/images/grad_summary.png -- 665.91kb -> 259.86kb (60.98%) /Convolutional Neural Networks/Week2/ResNets/model.png -- 591.93kb -> 259.46kb (56.17%) /Convolutional Neural Networks/Week1/images/max_pool1.png -- 332.70kb -> 151.93kb (54.34%) /Convolutional Neural Networks/Week1/images/max_pool.png -- 390.42kb -> 180.81kb (53.69%) /Convolutional Neural Networks/Week1/images/ave_pool1.png -- 345.06kb -> 160.60kb (53.46%) /Convolutional Neural Networks/Week1/images/ave-pool.png -- 344.08kb -> 160.42kb (53.38%) /Convolutional Neural Networks/Week1/images/a_pool.png -- 344.44kb -> 161.01kb (53.25%) /Convolutional Neural Networks/Week1/images/average_pool.png -- 413.03kb -> 195.70kb (52.62%) /Convolutional Neural Networks/Week4/Neural Style Transfer/images/gram.png -- 312.76kb -> 156.38kb (50%) /Sequence Models/Week3/Trigger word detection/images/spectrogram.png -- 41.68kb -> 21.20kb (49.14%) /Convolutional Neural Networks/Week1/images/model.png -- 80.56kb -> 41.67kb (48.28%) /Sequence Models/Week1/Jazz improvisation with LSTM/images/music_generation.png -- 153.78kb -> 86.02kb (44.06%) /Sequence Models/Week3/Trigger word detection/images/train_reference.png -- 341.61kb -> 192.30kb (43.71%) /Sequence Models/Week1/Jazz improvisation with LSTM/images/music_gen.png -- 185.34kb -> 105.30kb (43.18%) /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_partition.png -- 65.98kb -> 37.61kb (43%) /Convolutional Neural Networks/Week4/Neural Style Transfer/images/reshape_loss.png -- 321.98kb -> 183.62kb (42.97%) /Convolutional Neural Networks/Week1/images/conv.png -- 137.78kb -> 78.79kb (42.82%) /Sequence Models/Week2/Emojify/images/dataset_kiank.png -- 420.94kb -> 246.16kb (41.52%) /Convolutional Neural Networks/Week4/Neural Style Transfer/images/NST_LOSS.png -- 848.33kb -> 496.20kb (41.51%) /Convolutional Neural Networks/Week2/ResNets/images/resnet_kiank.png -- 49.04kb -> 28.69kb (41.51%) /Convolutional Neural Networks/Week1/images/conv1.png -- 468.20kb -> 275.97kb (41.06%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/nb_images/flatten.png -- 119.55kb -> 71.03kb (40.59%) /Sequence Models/Week1/Building a Recurrent Neural Network - Step by Step/images/RNN.png -- 58.09kb -> 35.18kb (39.43%) /Sequence Models/Week3/Machine Translation/images/attn_model.png -- 271.09kb -> 164.96kb (39.15%) /Sequence Models/Week2/Emojify/images/emojifier-v2.png -- 151.43kb -> 92.26kb (39.08%) /Improving Deep Neural 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(36.14%) /Convolutional Neural Networks/Week2/ResNets/images/signs_data_kiank.png -- 465.07kb -> 298.11kb (35.9%) /Sequence Models/Week2/Word Vector Representation/images/1-hot-vector.png -- 98.13kb -> 62.91kb (35.89%) /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/hands.png -- 564.96kb -> 364.00kb (35.57%) /Sequence Models/Week3/Machine Translation/images/poorly_trained_model.png -- 10.07kb -> 6.55kb (34.96%) /Sequence Models/Week1/Building a Recurrent Neural Network - Step by Step/images/rnn_step_forward.png -- 138.73kb -> 90.86kb (34.51%) /Convolutional Neural Networks/Week2/ResNets/images/skip_connection_kiank.png -- 68.15kb -> 44.76kb (34.32%) /Convolutional Neural Networks/Week1/images/conv_nn.png -- 31.11kb -> 20.53kb (34.02%) /Convolutional Neural Networks/Week2/ResNets/images/vanishing_grad_kiank.png -- 75.70kb -> 50.02kb (33.93%) /Convolutional Neural Networks/Week4/Face Recognition/images/pixel_comparison.png -- 285.68kb -> 188.88kb (33.88%) /Convolutional Neural Networks/Week1/images/SIGNS.png -- 483.82kb -> 321.68kb (33.51%) /Sequence Models/Week1/Building a Recurrent Neural Network - Step by Step/images/rnn_cell_backprop.png -- 145.83kb -> 97.01kb (33.48%) /Neural Networks and Deep Learning/images/backprop_kiank.png -- 100.50kb -> 67.16kb (33.17%) /Sequence Models/Week1/Building a Recurrent Neural Network - Step by Step/images/rnn.png -- 93.45kb -> 62.46kb (33.16%) /Sequence Models/Week1/Dinosaur Island -- Character-level language model/images/rnn.png -- 93.45kb -> 62.46kb (33.16%) /Convolutional Neural Networks/Week2/ResNets/images/convblock_kiank.png -- 43.60kb -> 29.34kb (32.69%) /Neural Networks and Deep Learning/images/classification_kiank.png -- 135.85kb -> 91.80kb (32.42%) /Sequence Models/Week2/Emojify/images/embedding1.png -- 326.93kb -> 222.57kb (31.92%) /Sequence Models/Week3/Trigger word detection/images/ones_reference.png -- 36.68kb -> 25.00kb (31.84%) /Neural Networks and Deep 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(29.99%) /Sequence Models/Week2/Word Vector Representation/images/equalize10.png -- 118.63kb -> 83.51kb (29.61%) /Neural Networks and Deep Learning/images/imvectorkiank.png -- 372.99kb -> 263.22kb (29.43%) /Convolutional Neural Networks/Week4/Neural Style Transfer/images/circle_abstract.png -- 908.83kb -> 644.81kb (29.05%) /Neural Networks and Deep Learning/images/model_architecture_kiank.png -- 158.94kb -> 112.90kb (28.97%) /Convolutional Neural Networks/Week1/images/PAD.png -- 297.65kb -> 211.72kb (28.87%) /Convolutional Neural Networks/Week2/ResNets/images/idblock3_kiank.png -- 42.83kb -> 30.54kb (28.69%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/nb_images/proba_map.png -- 1,236.56kb -> 886.43kb (28.31%) /Convolutional Neural Networks/Week4/Face Recognition/images/triplet_comparison.png -- 452.10kb -> 324.90kb (28.14%) /Sequence Models/Week2/Emojify/images/emojifierv1.png -- 197.51kb -> 142.27kb (27.97%) /Convolutional Neural Networks/Week3/Car 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/Convolutional Neural Networks/Week4/Face Recognition/images/distance_matrix.png -- 828.33kb -> 619.76kb (25.18%) /Sequence Models/Week2/Word Vector Representation/images/neutralize.png -- 88.15kb -> 66.20kb (24.9%) /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/opt_momentum.png -- 124.98kb -> 93.86kb (24.9%) /Sequence Models/Week2/Emojify/images/emojify_model.png -- 257.96kb -> 194.54kb (24.59%) /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/onehot.png -- 117.55kb -> 88.87kb (24.4%) /Convolutional Neural Networks/Week2/ResNets/images/idblock2_kiank.png -- 33.00kb -> 25.10kb (23.96%) /Sequence Models/Week2/Emojify/images/data_set.png -- 201.19kb -> 153.34kb (23.79%) /Neural Networks and Deep Learning/images/2layerNN_kiank.png -- 254.53kb -> 194.01kb (23.78%) /Sequence Models/Week2/Word Vector Representation/images/neutralize_kiank.png -- 108.17kb -> 82.56kb (23.68%) /Convolutional Neural 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-- 160.10kb -> 125.79kb (21.43%) /Sequence Models/Week2/Emojify/images/woebot.png -- 409.87kb -> 322.14kb (21.4%) /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/field_kiank.png -- 120.74kb -> 96.34kb (20.2%) /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/dictionary_to_vector.png -- 121.78kb -> 97.62kb (19.84%) /Sequence Models/Week2/Word Vector Representation/images/cosine_sim.png -- 103.64kb -> 83.57kb (19.37%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0090.jpg -- 208.53kb -> 171.59kb (17.71%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0107.jpg -- 223.02kb -> 183.52kb (17.71%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0111.jpg -- 244.29kb -> 201.16kb (17.65%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0095.jpg -- 202.66kb -> 167.18kb (17.5%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0066.jpg -- 193.80kb -> 160.16kb (17.36%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0069.jpg -- 224.38kb -> 185.46kb (17.34%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0098.jpg -- 241.38kb -> 199.63kb (17.3%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0059.jpg -- 248.22kb -> 205.32kb (17.28%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0084.jpg -- 223.90kb -> 185.21kb (17.28%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0080.jpg -- 230.64kb -> 190.95kb (17.21%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0087.jpg -- 223.39kb -> 184.99kb (17.19%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0072.jpg -- 224.01kb -> 185.52kb (17.18%) /Convolutional 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/Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0023.jpg -- 313.06kb -> 287.51kb (8.16%) /Convolutional Neural Networks/Week2/ResNets/images/my_image.jpg -- 933.57kb -> 857.68kb (8.13%) /Convolutional Neural Networks/Week4/Face Recognition/images/kian.jpg -- 12.79kb -> 11.75kb (8.12%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0088.jpg -- 246.29kb -> 226.35kb (8.1%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0086.jpg -- 250.48kb -> 230.22kb (8.09%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0083.jpg -- 255.97kb -> 235.41kb (8.03%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0038.jpg -- 308.13kb -> 283.40kb (8.03%) /Convolutional Neural Networks/Week3/Car detection for Autonomous Driving/images/0050.jpg -- 319.96kb -> 294.39kb (7.99%) /Convolutional Neural Networks/Week3/Car detection for Autonomous 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