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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_np_8.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_r_2.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_np_9.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_r_1.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_r_0.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_r_3.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_r_4.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_r_6.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_r_7.png filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers/style_transfer_results/style_transfer_result_at_iteration_r_5.png filter=lfs diff=lfs merge=lfs -text
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- 18[[:space:]].[[:space:]]Deep[[:space:]]Survaliance[[:space:]]-[[:space:]]Build[[:space:]]a[[:space:]]Face[[:space:]]Detector[[:space:]]with[[:space:]]Emotion,[[:space:]]Age[[:space:]]and[[:space:]]Gender[[:space:]]Recognition/images/obama.jpg filter=lfs diff=lfs merge=lfs -text
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- 14.[[:space:]]ImageNet[[:space:]]and[[:space:]]Pretrained[[:space:]]Models[[:space:]]VGG16_ResNet50_InceptionV3/images/dog.jpg filter=lfs diff=lfs merge=lfs -text
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- 14.[[:space:]]ImageNet[[:space:]]and[[:space:]]Pretrained[[:space:]]Models[[:space:]]VGG16_ResNet50_InceptionV3/images/snail.jpg filter=lfs diff=lfs merge=lfs -text
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- Module[[:space:]]6[[:space:]]Machine[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/Case[[:space:]]Study[[:space:]]1[[:space:]]Quora[[:space:]]question[[:space:]]Pair[[:space:]]Similarity[[:space:]]Problem/1.[[:space:]]How[[:space:]]to[[:space:]]optimally[[:space:]]learn[[:space:]]from[[:space:]]case-studies[[:space:]]in[[:space:]]the[[:space:]]course.mp3 filter=lfs diff=lfs merge=lfs -text
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- Module[[:space:]]6[[:space:]]Machine[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/Case[[:space:]]study[[:space:]]4Taxi[[:space:]]demand[[:space:]]prediction[[:space:]]in[[:space:]]New[[:space:]]York[[:space:]]City/Notes[[:space:]]and[[:space:]]Resources/cluster_centers.JPG filter=lfs diff=lfs merge=lfs -text
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- Module[[:space:]]6[[:space:]]Machine[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/Case[[:space:]]study[[:space:]]4Taxi[[:space:]]demand[[:space:]]prediction[[:space:]]in[[:space:]]New[[:space:]]York[[:space:]]City/Notes[[:space:]]and[[:space:]]Resources/install_graphviz.JPG filter=lfs diff=lfs merge=lfs -text
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- Module[[:space:]]6[[:space:]]Machine[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/Case[[:space:]]study[[:space:]]4Taxi[[:space:]]demand[[:space:]]prediction[[:space:]]in[[:space:]]New[[:space:]]York[[:space:]]City/Notes[[:space:]]and[[:space:]]Resources/dropoff_outliers.JPG filter=lfs diff=lfs merge=lfs -text
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- Module[[:space:]]6[[:space:]]Machine[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/Case[[:space:]]study[[:space:]]4Taxi[[:space:]]demand[[:space:]]prediction[[:space:]]in[[:space:]]New[[:space:]]York[[:space:]]City/Notes[[:space:]]and[[:space:]]Resources/mydask.png filter=lfs diff=lfs merge=lfs -text
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- Module[[:space:]]6[[:space:]]Machine[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/Case[[:space:]]study[[:space:]]4Taxi[[:space:]]demand[[:space:]]prediction[[:space:]]in[[:space:]]New[[:space:]]York[[:space:]]City/Notes[[:space:]]and[[:space:]]Resources/New_york.gif filter=lfs diff=lfs merge=lfs -text
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- Module[[:space:]]6[[:space:]]Machine[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/Case[[:space:]]study[[:space:]]4Taxi[[:space:]]demand[[:space:]]prediction[[:space:]]in[[:space:]]New[[:space:]]York[[:space:]]City/Notes[[:space:]]and[[:space:]]Resources/yellow_tripdata_2016-01.csv filter=lfs diff=lfs merge=lfs -text
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- output.mp4 filter=lfs diff=lfs merge=lfs -text
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- Parameterized[[:space:]]Learning.png filter=lfs diff=lfs merge=lfs -text
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- What[[:space:]]is[[:space:]]Multimodality.pdf filter=lfs diff=lfs merge=lfs -text
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- Why[[:space:]]AI[[:space:]]is[[:space:]]Harder[[:space:]]Than[[:space:]]We[[:space:]]Think.pdf filter=lfs diff=lfs merge=lfs -text
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- 10.[[:space:]]Data[[:space:]]Augmentation[[:space:]]Cats[[:space:]]vs[[:space:]]Dogs/1.[[:space:]]Data[[:space:]]Augmentation[[:space:]]Chapter[[:space:]]Overview.mp4 filter=lfs diff=lfs merge=lfs -text
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- 10.[[:space:]]Data[[:space:]]Augmentation[[:space:]]Cats[[:space:]]vs[[:space:]]Dogs/2.[[:space:]]Splitting[[:space:]]Data[[:space:]]into[[:space:]]Test[[:space:]]and[[:space:]]Training[[:space:]]Datasets.mp4 filter=lfs diff=lfs merge=lfs -text
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- 10.[[:space:]]Data[[:space:]]Augmentation[[:space:]]Cats[[:space:]]vs[[:space:]]Dogs/3.[[:space:]]Train[[:space:]]a[[:space:]]Cats[[:space:]]vs.[[:space:]]Dogs[[:space:]]Classifier.mp4 filter=lfs diff=lfs merge=lfs -text
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- 10.[[:space:]]Data[[:space:]]Augmentation[[:space:]]Cats[[:space:]]vs[[:space:]]Dogs/4.[[:space:]]Boosting[[:space:]]Accuracy[[:space:]]with[[:space:]]Data[[:space:]]Augmentation.mp4 filter=lfs diff=lfs merge=lfs -text
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- 10.[[:space:]]Data[[:space:]]Augmentation[[:space:]]Cats[[:space:]]vs[[:space:]]Dogs/5.[[:space:]]Types[[:space:]]of[[:space:]]Data[[:space:]]Augmentation.mp4 filter=lfs diff=lfs merge=lfs -text
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- 11.[[:space:]]Assessing[[:space:]]Model[[:space:]]Performance/1.[[:space:]]Introduction[[:space:]]to[[:space:]]the[[:space:]]Confusion[[:space:]]Matrix[[:space:]]&[[:space:]]Viewing[[:space:]]Misclassifications.mp4 filter=lfs diff=lfs merge=lfs -text
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- 11.[[:space:]]Assessing[[:space:]]Model[[:space:]]Performance/2.[[:space:]]Understanding[[:space:]]the[[:space:]]Confusion[[:space:]]Matrix.mp4 filter=lfs diff=lfs merge=lfs -text
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- 11.[[:space:]]Assessing[[:space:]]Model[[:space:]]Performance/3.[[:space:]]Finding[[:space:]]and[[:space:]]Viewing[[:space:]]Misclassified[[:space:]]Data.mp4 filter=lfs diff=lfs merge=lfs -text
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- 11.[[:space:]]Confusion[[:space:]]Matrix[[:space:]]and[[:space:]]Viewing[[:space:]]Misclassifications/MNIST_history.pickle filter=lfs diff=lfs merge=lfs -text
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- 12.[[:space:]]Optimizers,[[:space:]]Learning[[:space:]]Rates[[:space:]]&[[:space:]]Callbacks[[:space:]]with[[:space:]]Fruit[[:space:]]Classification/1.[[:space:]]Introduction[[:space:]]to[[:space:]]the[[:space:]]types[[:space:]]of[[:space:]]Optimizers,[[:space:]]Learning[[:space:]]Rates[[:space:]]&[[:space:]]Callbacks.mp4 filter=lfs diff=lfs merge=lfs -text
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- 12.[[:space:]]Optimizers,[[:space:]]Learning[[:space:]]Rates[[:space:]]&[[:space:]]Callbacks[[:space:]]with[[:space:]]Fruit[[:space:]]Classification/2.[[:space:]]Types[[:space:]]Optimizers[[:space:]]and[[:space:]]Adaptive[[:space:]]Learning[[:space:]]Rate[[:space:]]Methods.mp4 filter=lfs diff=lfs merge=lfs -text
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- 12.[[:space:]]Optimizers,[[:space:]]Learning[[:space:]]Rates[[:space:]]&[[:space:]]Callbacks[[:space:]]with[[:space:]]Fruit[[:space:]]Classification/3.[[:space:]]Keras[[:space:]]Callbacks[[:space:]]and[[:space:]]Checkpoint,[[:space:]]Early[[:space:]]Stopping[[:space:]]and[[:space:]]Adjust[[:space:]]Learning[[:space:]]Rates[[:space:]]that[[:space:]]Pl.mp4 filter=lfs diff=lfs merge=lfs -text
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- 12.[[:space:]]Optimizers,[[:space:]]Learning[[:space:]]Rates[[:space:]]&[[:space:]]Callbacks[[:space:]]with[[:space:]]Fruit[[:space:]]Classification/4.[[:space:]]Build[[:space:]]a[[:space:]]Fruit[[:space:]]Classifier.mp4 filter=lfs diff=lfs merge=lfs -text
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- 12.[[:space:]]Optimizers,[[:space:]]Learning[[:space:]]Rates[[:space:]]&[[:space:]]Callbacks[[:space:]]with[[:space:]]Fruit[[:space:]]Classification/4.2[[:space:]]fruits-360.tar.gz filter=lfs diff=lfs merge=lfs -text
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- 13.[[:space:]]Batch[[:space:]]Normalization[[:space:]]&[[:space:]]LeNet,[[:space:]]AlexNet[[:space:]]Clothing[[:space:]]Classifier/1.[[:space:]]Intro[[:space:]]to[[:space:]]Building[[:space:]]LeNet,[[:space:]]AlexNet[[:space:]]in[[:space:]]Keras[[:space:]]&[[:space:]]Understand[[:space:]]Batch[[:space:]]Normalization.mp4 filter=lfs diff=lfs merge=lfs -text
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- 13.[[:space:]]Batch[[:space:]]Normalization[[:space:]]&[[:space:]]LeNet,[[:space:]]AlexNet[[:space:]]Clothing[[:space:]]Classifier/2.[[:space:]]Build[[:space:]]LeNet[[:space:]]and[[:space:]]test[[:space:]]on[[:space:]]MNIST.mp4 filter=lfs diff=lfs merge=lfs -text
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- 13.[[:space:]]Batch[[:space:]]Normalization[[:space:]]&[[:space:]]LeNet,[[:space:]]AlexNet[[:space:]]Clothing[[:space:]]Classifier/3.[[:space:]]Build[[:space:]]AlexNet[[:space:]]and[[:space:]]test[[:space:]]on[[:space:]]CIFAR10.mp4 filter=lfs diff=lfs merge=lfs -text
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- 13.[[:space:]]Batch[[:space:]]Normalization[[:space:]]&[[:space:]]LeNet,[[:space:]]AlexNet[[:space:]]Clothing[[:space:]]Classifier/4.[[:space:]]Batch[[:space:]]Normalization.mp4 filter=lfs diff=lfs merge=lfs -text
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- 14.[[:space:]]Advanced[[:space:]]Image[[:space:]]Classiers[[:space:]]-[[:space:]]ImageNet[[:space:]]in[[:space:]]Keras[[:space:]](VGG1619,[[:space:]]InceptionV3,[[:space:]]ResNet50)/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 14.[[:space:]]Advanced[[:space:]]Image[[:space:]]Classiers[[:space:]]-[[:space:]]ImageNet[[:space:]]in[[:space:]]Keras[[:space:]](VGG1619,[[:space:]]InceptionV3,[[:space:]]ResNet50)/2.[[:space:]]ImageNet[[:space:]]-[[:space:]]Experimenting[[:space:]]with[[:space:]]pre-trained[[:space:]]Models[[:space:]]in[[:space:]]Keras[[:space:]](VGG16,[[:space:]]ResNet50,[[:space:]]Mobi.mp4 filter=lfs diff=lfs merge=lfs -text
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- 14.[[:space:]]Advanced[[:space:]]Image[[:space:]]Classiers[[:space:]]-[[:space:]]ImageNet[[:space:]]in[[:space:]]Keras[[:space:]](VGG1619,[[:space:]]InceptionV3,[[:space:]]ResNet50)/3.[[:space:]]Understanding[[:space:]]VGG16[[:space:]]and[[:space:]]VGG19.mp4 filter=lfs diff=lfs merge=lfs -text
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- 14.[[:space:]]Advanced[[:space:]]Image[[:space:]]Classiers[[:space:]]-[[:space:]]ImageNet[[:space:]]in[[:space:]]Keras[[:space:]](VGG1619,[[:space:]]InceptionV3,[[:space:]]ResNet50)/4.[[:space:]]Understanding[[:space:]]ResNet50.mp4 filter=lfs diff=lfs merge=lfs -text
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- 14.[[:space:]]Advanced[[:space:]]Image[[:space:]]Classiers[[:space:]]-[[:space:]]ImageNet[[:space:]]in[[:space:]]Keras[[:space:]](VGG1619,[[:space:]]InceptionV3,[[:space:]]ResNet50)/5.[[:space:]]Understanding[[:space:]]InceptionV3.mp4 filter=lfs diff=lfs merge=lfs -text
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- 15.[[:space:]]Transfer[[:space:]]Learning[[:space:]]Build[[:space:]]a[[:space:]]Flower[[:space:]]&[[:space:]]Monkey[[:space:]]Breed[[:space:]]Classifier/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 15.[[:space:]]Transfer[[:space:]]Learning[[:space:]]Build[[:space:]]a[[:space:]]Flower[[:space:]]&[[:space:]]Monkey[[:space:]]Breed[[:space:]]Classifier/2.[[:space:]]What[[:space:]]is[[:space:]]Transfer[[:space:]]Learning[[:space:]]and[[:space:]][[:space:]]Fine[[:space:]]Tuning.mp4 filter=lfs diff=lfs merge=lfs -text
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- 15.[[:space:]]Transfer[[:space:]]Learning[[:space:]]Build[[:space:]]a[[:space:]]Flower[[:space:]]&[[:space:]]Monkey[[:space:]]Breed[[:space:]]Classifier/3.[[:space:]]Build[[:space:]]a[[:space:]]Monkey[[:space:]]Breed[[:space:]]Classifier[[:space:]]with[[:space:]]MobileNet[[:space:]]using[[:space:]]Transfer[[:space:]]Learning.mp4 filter=lfs diff=lfs merge=lfs -text
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- 15.[[:space:]]Transfer[[:space:]]Learning[[:space:]]Build[[:space:]]a[[:space:]]Flower[[:space:]]&[[:space:]]Monkey[[:space:]]Breed[[:space:]]Classifier/4.[[:space:]]Build[[:space:]]a[[:space:]]Flower[[:space:]]Classifier[[:space:]]with[[:space:]]VGG16[[:space:]]using[[:space:]]Transfer[[:space:]]Learning.mp4 filter=lfs diff=lfs merge=lfs -text
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- 16.[[:space:]]Design[[:space:]]Your[[:space:]]Own[[:space:]]CNN[[:space:]]-[[:space:]]LittleVGG/LittleVGG.png filter=lfs diff=lfs merge=lfs -text
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- 16.[[:space:]]Design[[:space:]]Your[[:space:]]Own[[:space:]]CNN[[:space:]]-[[:space:]]LittleVGG[[:space:]]A[[:space:]]Simpsons[[:space:]]Classifier/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 16.[[:space:]]Design[[:space:]]Your[[:space:]]Own[[:space:]]CNN[[:space:]]-[[:space:]]LittleVGG[[:space:]]A[[:space:]]Simpsons[[:space:]]Classifier/2.[[:space:]]Introducing[[:space:]]LittleVGG.mp4 filter=lfs diff=lfs merge=lfs -text
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- 16.[[:space:]]Design[[:space:]]Your[[:space:]]Own[[:space:]]CNN[[:space:]]-[[:space:]]LittleVGG[[:space:]]A[[:space:]]Simpsons[[:space:]]Classifier/3.[[:space:]]Simpsons[[:space:]]Character[[:space:]]Recognition[[:space:]]using[[:space:]]LittleVGG.mp4 filter=lfs diff=lfs merge=lfs -text
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- 17.[[:space:]]Advanced[[:space:]]Activation[[:space:]]Functions[[:space:]]&[[:space:]]Initializations/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 17.[[:space:]]Advanced[[:space:]]Activation[[:space:]]Functions[[:space:]]&[[:space:]]Initializations/2.[[:space:]]Dying[[:space:]]ReLU[[:space:]]Problem[[:space:]]and[[:space:]]Introduction[[:space:]]to[[:space:]]Leaky[[:space:]]ReLU,[[:space:]]ELU[[:space:]]and[[:space:]]PReLUs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 17.[[:space:]]Advanced[[:space:]]Activation[[:space:]]Functions[[:space:]]&[[:space:]]Initializations/3.[[:space:]]Advanced[[:space:]]Initializations.mp4 filter=lfs diff=lfs merge=lfs -text
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- 18.[[:space:]]Facial[[:space:]]Applications[[:space:]]-[[:space:]]Emotion,[[:space:]]Age[[:space:]]&[[:space:]]Gender[[:space:]]Recognition/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 18.[[:space:]]Facial[[:space:]]Applications[[:space:]]-[[:space:]]Emotion,[[:space:]]Age[[:space:]]&[[:space:]]Gender[[:space:]]Recognition/2.[[:space:]]Build[[:space:]]an[[:space:]]Emotion,[[:space:]]Facial[[:space:]]Expression[[:space:]]Detector.mp4 filter=lfs diff=lfs merge=lfs -text
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- 18.[[:space:]]Facial[[:space:]]Applications[[:space:]]-[[:space:]]Emotion,[[:space:]]Age[[:space:]]&[[:space:]]Gender[[:space:]]Recognition/3.[[:space:]]Build[[:space:]]EmotionAgeGender[[:space:]]Recognition[[:space:]]in[[:space:]]our[[:space:]]Deep[[:space:]]Surveillance[[:space:]]Monitor.mp4 filter=lfs diff=lfs merge=lfs -text
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- 19.[[:space:]]Medical[[:space:]]Imaging[[:space:]]-[[:space:]]Image[[:space:]]Segmentation[[:space:]]with[[:space:]]U-Net/1.[[:space:]]Chapter[[:space:]]Overview[[:space:]]on[[:space:]]Image[[:space:]]Segmentation[[:space:]]&[[:space:]]Medical[[:space:]]Imaging[[:space:]]in[[:space:]]U-Net.mp4 filter=lfs diff=lfs merge=lfs -text
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- 19.[[:space:]]Medical[[:space:]]Imaging[[:space:]]-[[:space:]]Image[[:space:]]Segmentation[[:space:]]with[[:space:]]U-Net/2.[[:space:]]What[[:space:]]is[[:space:]]Segmentation[[:space:]]And[[:space:]]Applications[[:space:]]in[[:space:]]Medical[[:space:]]Imaging.mp4 filter=lfs diff=lfs merge=lfs -text
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- 19.[[:space:]]Medical[[:space:]]Imaging[[:space:]]-[[:space:]]Image[[:space:]]Segmentation[[:space:]]with[[:space:]]U-Net/3.[[:space:]]U-Net[[:space:]]Image[[:space:]]Segmentation[[:space:]]with[[:space:]]CNNs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 19.[[:space:]]Medical[[:space:]]Imaging[[:space:]]-[[:space:]]Image[[:space:]]Segmentation[[:space:]]with[[:space:]]U-Net/4.[[:space:]]The[[:space:]]Intersection[[:space:]]over[[:space:]]Union[[:space:]](IoU)[[:space:]]Metric.mp4 filter=lfs diff=lfs merge=lfs -text
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- 19.[[:space:]]Medical[[:space:]]Imaging[[:space:]]-[[:space:]]Image[[:space:]]Segmentation[[:space:]]with[[:space:]]U-Net/5.[[:space:]]Finding[[:space:]]the[[:space:]]Nuclei[[:space:]]in[[:space:]]Divergent[[:space:]]Images.mp4 filter=lfs diff=lfs merge=lfs -text
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- 20.[[:space:]]Principles[[:space:]]of[[:space:]]Object[[:space:]]Detection/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 20.[[:space:]]Principles[[:space:]]of[[:space:]]Object[[:space:]]Detection/2.[[:space:]]Object[[:space:]]Detection[[:space:]]Introduction[[:space:]]-[[:space:]]Sliding[[:space:]]Windows[[:space:]]with[[:space:]]HOGs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 20.[[:space:]]Principles[[:space:]]of[[:space:]]Object[[:space:]]Detection/3.[[:space:]]R-CNN,[[:space:]]Fast[[:space:]]R-CNN,[[:space:]]Faster[[:space:]]R-CNN[[:space:]]and[[:space:]]Mask[[:space:]]R-CNN.mp4 filter=lfs diff=lfs merge=lfs -text
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- 20.[[:space:]]Principles[[:space:]]of[[:space:]]Object[[:space:]]Detection/4.[[:space:]]Single[[:space:]]Shot[[:space:]]Detectors[[:space:]](SSDs).mp4 filter=lfs diff=lfs merge=lfs -text
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- 20.[[:space:]]Principles[[:space:]]of[[:space:]]Object[[:space:]]Detection/5.[[:space:]]YOLO[[:space:]]to[[:space:]]YOLOv3.mp4 filter=lfs diff=lfs merge=lfs -text
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- 21.[[:space:]]TensorFlow[[:space:]]Object[[:space:]]Detection[[:space:]]API/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 21.[[:space:]]TensorFlow[[:space:]]Object[[:space:]]Detection[[:space:]]API/2.[[:space:]]TFOD[[:space:]]API[[:space:]]Install[[:space:]]and[[:space:]]Setup.mp4 filter=lfs diff=lfs merge=lfs -text
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- 21.[[:space:]]TensorFlow[[:space:]]Object[[:space:]]Detection[[:space:]]API/3.[[:space:]]Experiment[[:space:]]with[[:space:]]a[[:space:]]ResNet[[:space:]]SSD[[:space:]]on[[:space:]]images,[[:space:]]webcam[[:space:]]and[[:space:]]videos.mp4 filter=lfs diff=lfs merge=lfs -text
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- 21.[[:space:]]TensorFlow[[:space:]]Object[[:space:]]Detection[[:space:]]API/4.[[:space:]]How[[:space:]]to[[:space:]]Train[[:space:]]a[[:space:]]TFOD[[:space:]]Model.mp4 filter=lfs diff=lfs merge=lfs -text
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- 22.[[:space:]]Object[[:space:]]Detection[[:space:]]with[[:space:]]YOLO[[:space:]]&[[:space:]]Darkflow[[:space:]]Build[[:space:]]a[[:space:]]London[[:space:]]Underground[[:space:]]Sign[[:space:]]Detector/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 22.[[:space:]]Object[[:space:]]Detection[[:space:]]with[[:space:]]YOLO[[:space:]]&[[:space:]]Darkflow[[:space:]]Build[[:space:]]a[[:space:]]London[[:space:]]Underground[[:space:]]Sign[[:space:]]Detector/2.[[:space:]]Setting[[:space:]]up[[:space:]]and[[:space:]]install[[:space:]]Yolo[[:space:]]DarkNet[[:space:]]and[[:space:]]DarkFlow.mp4 filter=lfs diff=lfs merge=lfs -text
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- 22.[[:space:]]Object[[:space:]]Detection[[:space:]]with[[:space:]]YOLO[[:space:]]&[[:space:]]Darkflow[[:space:]]Build[[:space:]]a[[:space:]]London[[:space:]]Underground[[:space:]]Sign[[:space:]]Detector/3.[[:space:]]Experiment[[:space:]]with[[:space:]]YOLO[[:space:]]on[[:space:]]still[[:space:]]images,[[:space:]]webcam[[:space:]]and[[:space:]]videos.mp4 filter=lfs diff=lfs merge=lfs -text
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- 22.[[:space:]]Object[[:space:]]Detection[[:space:]]with[[:space:]]YOLO[[:space:]]&[[:space:]]Darkflow[[:space:]]Build[[:space:]]a[[:space:]]London[[:space:]]Underground[[:space:]]Sign[[:space:]]Detector/4.[[:space:]]Build[[:space:]]your[[:space:]]own[[:space:]]YOLO[[:space:]]Object[[:space:]]Detector[[:space:]]-[[:space:]]Detecting[[:space:]]London[[:space:]]Underground[[:space:]]Signs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers[[:space:]]Make[[:space:]]AI[[:space:]]Generated[[:space:]]Art/1.[[:space:]]Chapter[[:space:]]Introduction.mp4 filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers[[:space:]]Make[[:space:]]AI[[:space:]]Generated[[:space:]]Art/2.[[:space:]]DeepDream[[:space:]]–[[:space:]]How[[:space:]]AI[[:space:]]Generated[[:space:]]Art[[:space:]]All[[:space:]]Started.mp4 filter=lfs diff=lfs merge=lfs -text
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- 23.[[:space:]]DeepDream[[:space:]]&[[:space:]]Neural[[:space:]]Style[[:space:]]Transfers[[:space:]]Make[[:space:]]AI[[:space:]]Generated[[:space:]]Art/3.[[:space:]]Neural[[:space:]]Style[[:space:]]Transfer.mp4 filter=lfs diff=lfs merge=lfs -text
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- 24.[[:space:]]Generative[[:space:]]Adversarial[[:space:]]Networks[[:space:]](GANs)[[:space:]]Simulate[[:space:]]Aging[[:space:]]Faces/1.[[:space:]]Generative[[:space:]]Adverserial[[:space:]]Neural[[:space:]]Networks[[:space:]]Chapter[[:space:]]Overview.mp4 filter=lfs diff=lfs merge=lfs -text
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- 24.[[:space:]]Generative[[:space:]]Adversarial[[:space:]]Networks[[:space:]](GANs)[[:space:]]Simulate[[:space:]]Aging[[:space:]]Faces/2.[[:space:]]Introduction[[:space:]]To[[:space:]]GANs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 24.[[:space:]]Generative[[:space:]]Adversarial[[:space:]]Networks[[:space:]](GANs)[[:space:]]Simulate[[:space:]]Aging[[:space:]]Faces/3.[[:space:]]Mathematics[[:space:]]of[[:space:]]GANs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 24.[[:space:]]Generative[[:space:]]Adversarial[[:space:]]Networks[[:space:]](GANs)[[:space:]]Simulate[[:space:]]Aging[[:space:]]Faces/4.[[:space:]]Implementing[[:space:]]GANs[[:space:]]in[[:space:]]Keras.mp4 filter=lfs diff=lfs merge=lfs -text
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- 24.[[:space:]]Generative[[:space:]]Adversarial[[:space:]]Networks[[:space:]](GANs)[[:space:]]Simulate[[:space:]]Aging[[:space:]]Faces/5.[[:space:]]Face[[:space:]]Aging[[:space:]]GAN.mp4 filter=lfs diff=lfs merge=lfs -text
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- 25.[[:space:]]Face[[:space:]]Recognition/testfriends.mp4 filter=lfs diff=lfs merge=lfs -text
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- 25.[[:space:]]Face[[:space:]]Recognition[[:space:]]with[[:space:]]VGGFace/.goutputstream-XYXP52 filter=lfs diff=lfs merge=lfs -text
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- 25.[[:space:]]Face[[:space:]]Recognition[[:space:]]with[[:space:]]VGGFace/2.1[[:space:]]vgg_face_weights.h5.tar.gz filter=lfs diff=lfs merge=lfs -text
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- 25.[[:space:]]Face[[:space:]]Recognition[[:space:]]with[[:space:]]VGGFace/2.2[[:space:]]vgg_face_weights.h5.tar.gz filter=lfs diff=lfs merge=lfs -text
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- 26.[[:space:]]The[[:space:]]Computer[[:space:]]Vision[[:space:]]World/4.[[:space:]]Popular[[:space:]]Computer[[:space:]]Vision[[:space:]]Conferences[[:space:]]&[[:space:]]Finding[[:space:]]Datasets.mp4 filter=lfs diff=lfs merge=lfs -text
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- 26.[[:space:]]The[[:space:]]Computer[[:space:]]Vision[[:space:]]World/5.[[:space:]]Building[[:space:]]a[[:space:]]Deep[[:space:]]Learning[[:space:]]Machine[[:space:]]vs.[[:space:]]Cloud[[:space:]]GPUs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 26.[[:space:]]The[[:space:]]Computer[[:space:]]Vision[[:space:]]World/Screenshot[[:space:]]from[[:space:]]2024-08-10[[:space:]]20-58-43.png filter=lfs diff=lfs merge=lfs -text
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- 26.[[:space:]]The[[:space:]]Computer[[:space:]]Vision[[:space:]]World/Screenshot[[:space:]]from[[:space:]]2024-08-10[[:space:]]20-59-06.png filter=lfs diff=lfs merge=lfs -text
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- 28.[[:space:]]BONUS[[:space:]]-[[:space:]]Use[[:space:]]Cloud[[:space:]]GPUs[[:space:]]on[[:space:]]PaperSpace/2.1[[:space:]]AlexNet[[:space:]]CIFAR10.zip filter=lfs diff=lfs merge=lfs -text
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- 4.[[:space:]]Handwriting[[:space:]]Recognition/2.[[:space:]]Experiment[[:space:]]with[[:space:]]a[[:space:]]Handwriting[[:space:]]Classifier.mp4 filter=lfs diff=lfs merge=lfs -text
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- 4.[[:space:]]Handwriting[[:space:]]Recognition/3.[[:space:]]Experiment[[:space:]]with[[:space:]]a[[:space:]]Image[[:space:]]Classifier.mp4 filter=lfs diff=lfs merge=lfs -text
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- 4.[[:space:]]Handwriting[[:space:]]Recognition/4.[[:space:]]OpenCV[[:space:]]Demo[[:space:]]–[[:space:]]Live[[:space:]]Sketch[[:space:]]with[[:space:]]Webcam.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/10.[[:space:]]Transformations,[[:space:]]Affine[[:space:]]And[[:space:]]Non-Affine[[:space:]]-[[:space:]]The[[:space:]]Many[[:space:]]Ways[[:space:]]We[[:space:]]Can[[:space:]]Change[[:space:]]Images.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/11.[[:space:]]Image[[:space:]]Translations[[:space:]]-[[:space:]]Moving[[:space:]]Images[[:space:]]Up,[[:space:]]Down.[[:space:]]Left[[:space:]]And[[:space:]]Right.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/12.[[:space:]]Rotations[[:space:]]-[[:space:]]How[[:space:]]To[[:space:]]Spin[[:space:]]Your[[:space:]]Image[[:space:]]Around[[:space:]]And[[:space:]]Do[[:space:]]Horizontal[[:space:]]Flipping.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/13.[[:space:]]Scaling,[[:space:]]Re-sizing[[:space:]]and[[:space:]]Interpolations[[:space:]]-[[:space:]]Understand[[:space:]]How[[:space:]]Re-Sizing[[:space:]]Affects[[:space:]]Quality.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/14.[[:space:]]Image[[:space:]]Pyramids[[:space:]]-[[:space:]]Another[[:space:]]Way[[:space:]]of[[:space:]]Re-Sizing.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/15.[[:space:]]Cropping[[:space:]]-[[:space:]]Cut[[:space:]]Out[[:space:]]The[[:space:]]Image[[:space:]]The[[:space:]]Regions[[:space:]]You[[:space:]]Want[[:space:]]or[[:space:]]Don't[[:space:]]Want.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/16.[[:space:]]Arithmetic[[:space:]]Operations[[:space:]]-[[:space:]]Brightening[[:space:]]and[[:space:]]Darkening[[:space:]]Images.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/17.[[:space:]]Bitwise[[:space:]]Operations[[:space:]]-[[:space:]]How[[:space:]]Image[[:space:]]Masking[[:space:]]Works.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/18.[[:space:]]Blurring[[:space:]]-[[:space:]]The[[:space:]]Many[[:space:]]Ways[[:space:]]We[[:space:]]Can[[:space:]]Blur[[:space:]]Images[[:space:]]&[[:space:]]Why[[:space:]]It's[[:space:]]Important.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/19.[[:space:]]Sharpening[[:space:]]-[[:space:]]Reverse[[:space:]]Your[[:space:]]Images[[:space:]]Blurs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/2.[[:space:]]What[[:space:]]are[[:space:]]Images.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/20.[[:space:]]Thresholding[[:space:]](Binarization)[[:space:]]-[[:space:]]Making[[:space:]]Certain[[:space:]]Images[[:space:]]Areas[[:space:]]Black[[:space:]]or[[:space:]]White.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/21.[[:space:]]Dilation,[[:space:]]Erosion,[[:space:]]OpeningClosing[[:space:]]-[[:space:]]Importance[[:space:]]of[[:space:]]ThickeningThinning[[:space:]]Lines.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/22.[[:space:]]Edge[[:space:]]Detection[[:space:]]using[[:space:]]Image[[:space:]]Gradients[[:space:]]&[[:space:]]Canny[[:space:]]Edge[[:space:]]Detection.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/23.[[:space:]]Perspective[[:space:]]&[[:space:]]Affine[[:space:]]Transforms[[:space:]]-[[:space:]]Take[[:space:]]An[[:space:]]Off[[:space:]]Angle[[:space:]]Shot[[:space:]]&[[:space:]]Make[[:space:]]It[[:space:]]Look[[:space:]]Top[[:space:]]Down.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/24.[[:space:]]Mini[[:space:]]Project[[:space:]]1[[:space:]]-[[:space:]]Live[[:space:]]Sketch[[:space:]]App[[:space:]]-[[:space:]]Turn[[:space:]]your[[:space:]]Webcam[[:space:]]Feed[[:space:]]Into[[:space:]]A[[:space:]]Pencil[[:space:]]Drawing.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/25.[[:space:]]Segmentation[[:space:]]and[[:space:]]Contours[[:space:]]-[[:space:]]Extract[[:space:]]Defined[[:space:]]Shapes[[:space:]]In[[:space:]]Your[[:space:]]Image.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/26.[[:space:]]Sorting[[:space:]]Contours[[:space:]]-[[:space:]]Sort[[:space:]]Those[[:space:]]Shapes[[:space:]]By[[:space:]]Size.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/27.[[:space:]]Approximating[[:space:]]Contours[[:space:]]&[[:space:]]Finding[[:space:]]Their[[:space:]]Convex[[:space:]]Hull[[:space:]]-[[:space:]]Clean[[:space:]]Up[[:space:]]Messy[[:space:]]Contours.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/28.[[:space:]]Matching[[:space:]]Contour[[:space:]]Shapes[[:space:]]-[[:space:]]Match[[:space:]]Shapes[[:space:]]In[[:space:]]Images[[:space:]]Even[[:space:]]When[[:space:]]Distorted.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/29.[[:space:]]Mini[[:space:]]Project[[:space:]]2[[:space:]]-[[:space:]]Identify[[:space:]]Shapes[[:space:]](Square,[[:space:]]Rectangle,[[:space:]]Circle,[[:space:]]Triangle[[:space:]]&[[:space:]]Stars).mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/3.[[:space:]]How[[:space:]]are[[:space:]]Images[[:space:]]Formed.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/30.[[:space:]]Line[[:space:]]Detection[[:space:]]-[[:space:]]Detect[[:space:]]Straight[[:space:]]Lines[[:space:]]E.g.[[:space:]]The[[:space:]]Lines[[:space:]]On[[:space:]]A[[:space:]]Sudoku[[:space:]]Game.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/32.[[:space:]]Blob[[:space:]]Detection[[:space:]]-[[:space:]]Detect[[:space:]]The[[:space:]]Center[[:space:]]of[[:space:]]Flowers.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/33.[[:space:]]Mini[[:space:]]Project[[:space:]]3[[:space:]]-[[:space:]]Counting[[:space:]]Circles[[:space:]]and[[:space:]]Ellipses.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/34.[[:space:]]Object[[:space:]]Detection[[:space:]]Overview.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/35.[[:space:]]Mini[[:space:]]Project[[:space:]]\#[[:space:]]4[[:space:]]-[[:space:]]Finding[[:space:]]Waldo[[:space:]](Quickly[[:space:]]Find[[:space:]]A[[:space:]]Specific[[:space:]]Pattern[[:space:]]In[[:space:]]An[[:space:]]Image).mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/36.[[:space:]]Feature[[:space:]]Description[[:space:]]Theory[[:space:]]-[[:space:]]How[[:space:]]We[[:space:]]Digitally[[:space:]]Represent[[:space:]]Objects.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/37.[[:space:]]Finding[[:space:]]Corners[[:space:]]-[[:space:]]Why[[:space:]]Corners[[:space:]]In[[:space:]]Images[[:space:]]Are[[:space:]]Important[[:space:]]to[[:space:]]Object[[:space:]]Detection.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/38.[[:space:]]Histogram[[:space:]]of[[:space:]]Oriented[[:space:]]Gradients[[:space:]]-[[:space:]]Another[[:space:]]Novel[[:space:]]Way[[:space:]]Of[[:space:]]Representing[[:space:]]Images.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/39.[[:space:]]HAAR[[:space:]]Cascade[[:space:]]Classifiers[[:space:]]-[[:space:]]Learn[[:space:]]How[[:space:]]Classifiers[[:space:]]Work[[:space:]]And[[:space:]]Why[[:space:]]They're[[:space:]]Amazing.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/4.[[:space:]]Storing[[:space:]]Images[[:space:]]on[[:space:]]Computers.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/40.[[:space:]]Face[[:space:]]and[[:space:]]Eye[[:space:]]Detection[[:space:]]-[[:space:]]Detect[[:space:]]Human[[:space:]]Faces[[:space:]]and[[:space:]]Eyes[[:space:]]In[[:space:]]Any[[:space:]]Image.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/41.[[:space:]]Mini[[:space:]]Project[[:space:]]6[[:space:]]-[[:space:]]Car[[:space:]]and[[:space:]]Pedestrian[[:space:]]Detection[[:space:]]in[[:space:]]Videos.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/41.1[[:space:]]Lecture[[:space:]]6.2[[:space:]]and[[:space:]]6.3.tar.gz filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/5.[[:space:]]Getting[[:space:]]Started[[:space:]]with[[:space:]]OpenCV[[:space:]]-[[:space:]]A[[:space:]]Brief[[:space:]]OpenCV[[:space:]]Intro.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/6.[[:space:]]Grayscaling[[:space:]]-[[:space:]]Converting[[:space:]]Color[[:space:]]Images[[:space:]]To[[:space:]]Shades[[:space:]]of[[:space:]]Gray.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/7.[[:space:]]Understanding[[:space:]]Color[[:space:]]Spaces[[:space:]]-[[:space:]]The[[:space:]]Many[[:space:]]Ways[[:space:]]Color[[:space:]]Images[[:space:]]Are[[:space:]]Stored[[:space:]]Digitally.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/8.[[:space:]]Histogram[[:space:]]representation[[:space:]]of[[:space:]]Images[[:space:]]-[[:space:]]Visualizing[[:space:]]the[[:space:]]Components[[:space:]]of[[:space:]]Images.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/9.[[:space:]]Creating[[:space:]]Images[[:space:]]&[[:space:]]Drawing[[:space:]]on[[:space:]]Images[[:space:]]-[[:space:]]Make[[:space:]]Squares,[[:space:]]Circles,[[:space:]]Polygons[[:space:]]&[[:space:]]Add[[:space:]]Text.mp4 filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/Screenshot_2025-03-13_21-47-57.png filter=lfs diff=lfs merge=lfs -text
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- 5.[[:space:]]OpenCV[[:space:]]Tutorial[[:space:]]-[[:space:]]Learn[[:space:]]Classic[[:space:]]Computer[[:space:]]Vision[[:space:]]&[[:space:]]Face[[:space:]]Detection[[:space:]](OPTIONAL)/Screenshot_2025-03-13_21-48-23.png filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/1.[[:space:]]Neural[[:space:]]Networks[[:space:]]Chapter[[:space:]]Overview.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/10.[[:space:]]Epochs,[[:space:]]Iterations[[:space:]]and[[:space:]]Batch[[:space:]]Sizes.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/11.[[:space:]]Measuring[[:space:]]Performance[[:space:]]and[[:space:]]the[[:space:]]Confusion[[:space:]]Matrix.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/12.[[:space:]]Review[[:space:]]and[[:space:]]Best[[:space:]]Practices.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/2.[[:space:]]Machine[[:space:]]Learning[[:space:]]Overview.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/3.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/4.[[:space:]]Forward[[:space:]]Propagation.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/6.[[:space:]]Training[[:space:]]Part[[:space:]]1[[:space:]]–[[:space:]]Loss[[:space:]]Functions.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/7.[[:space:]]Training[[:space:]]Part[[:space:]]2[[:space:]]–[[:space:]]Backpropagation[[:space:]]and[[:space:]]Gradient[[:space:]]Descent.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/8.[[:space:]]Backpropagation[[:space:]]&[[:space:]]Learning[[:space:]]Rates[[:space:]]–[[:space:]]A[[:space:]]Worked[[:space:]]Example.mp4 filter=lfs diff=lfs merge=lfs -text
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- 6.[[:space:]]Neural[[:space:]]Networks[[:space:]]Explained/9.[[:space:]]Regularization,[[:space:]]Overfitting,[[:space:]]Generalization[[:space:]]and[[:space:]]Test[[:space:]]Datasets.mp4 filter=lfs diff=lfs merge=lfs -text
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- 7.[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Networks[[:space:]](CNNs)[[:space:]]Explained/1.[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Networks[[:space:]]Chapter[[:space:]]Overview.mp4 filter=lfs diff=lfs merge=lfs -text
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- 7.[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Networks[[:space:]](CNNs)[[:space:]]Explained/3.[[:space:]]Convolutions[[:space:]]&[[:space:]]Image[[:space:]]Features.mp4 filter=lfs diff=lfs merge=lfs -text
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- 7.[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Networks[[:space:]](CNNs)[[:space:]]Explained/4.[[:space:]]Depth,[[:space:]]Stride[[:space:]]and[[:space:]]Padding.mp4 filter=lfs diff=lfs merge=lfs -text
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- 7.[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Networks[[:space:]](CNNs)[[:space:]]Explained/7.[[:space:]]The[[:space:]]Fully[[:space:]]Connected[[:space:]]Layer.mp4 filter=lfs diff=lfs merge=lfs -text
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- 7.[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Networks[[:space:]](CNNs)[[:space:]]Explained/8.[[:space:]]Training[[:space:]]CNNs.mp4 filter=lfs diff=lfs merge=lfs -text
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- 7.[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Networks[[:space:]](CNNs)[[:space:]]Explained/9.[[:space:]]Designing[[:space:]]Your[[:space:]]Own[[:space:]]CNN.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/1.[[:space:]]Building[[:space:]]a[[:space:]]CNN[[:space:]]in[[:space:]]Keras.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/10.[[:space:]]Saving[[:space:]]and[[:space:]]Loading[[:space:]]Your[[:space:]]Model.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/11.[[:space:]]Displaying[[:space:]]Your[[:space:]]Model[[:space:]]Visually.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/12.[[:space:]]Building[[:space:]]a[[:space:]]Simple[[:space:]]Image[[:space:]]Classifier[[:space:]]using[[:space:]]CIFAR10.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/2.[[:space:]]Introduction[[:space:]]to[[:space:]]Keras[[:space:]]&[[:space:]]Tensorflow.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/3.[[:space:]]Building[[:space:]]a[[:space:]]Handwriting[[:space:]]Recognition[[:space:]]CNN.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/4.[[:space:]]Loading[[:space:]]Our[[:space:]]Data.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/5.[[:space:]]Getting[[:space:]]our[[:space:]]data[[:space:]]in[[:space:]]‘Shape’.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/6.[[:space:]]Hot[[:space:]]One[[:space:]]Encoding.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/7.[[:space:]]Building[[:space:]]&[[:space:]]Compiling[[:space:]]Our[[:space:]]Model.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/8.[[:space:]]Training[[:space:]]Our[[:space:]]Classifier.mp4 filter=lfs diff=lfs merge=lfs -text
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- 8.[[:space:]]Build[[:space:]]CNNs[[:space:]]in[[:space:]]Python[[:space:]]using[[:space:]]Keras/9.[[:space:]]Plotting[[:space:]]Loss[[:space:]]and[[:space:]]Accuracy[[:space:]]Charts.mp4 filter=lfs diff=lfs merge=lfs -text
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- 9.[[:space:]]What[[:space:]]CNNs[[:space:]]'see'[[:space:]]-[[:space:]]Filter[[:space:]]Visualizations,[[:space:]]Heatmaps[[:space:]]and[[:space:]]Salience[[:space:]]Maps/1.[[:space:]]Introduction[[:space:]]to[[:space:]]Visualizing[[:space:]]What[[:space:]]CNNs[[:space:]]'see'[[:space:]]&[[:space:]]Filter[[:space:]]Visualizations.mp4 filter=lfs diff=lfs merge=lfs -text
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- 9.[[:space:]]What[[:space:]]CNNs[[:space:]]'see'[[:space:]]-[[:space:]]Filter[[:space:]]Visualizations,[[:space:]]Heatmaps[[:space:]]and[[:space:]]Salience[[:space:]]Maps/2.[[:space:]]Saliency[[:space:]]Maps[[:space:]]&[[:space:]]Class[[:space:]]Activation[[:space:]]Maps.mp4 filter=lfs diff=lfs merge=lfs -text
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- 9.[[:space:]]What[[:space:]]CNNs[[:space:]]'see'[[:space:]]-[[:space:]]Filter[[:space:]]Visualizations,[[:space:]]Heatmaps[[:space:]]and[[:space:]]Salience[[:space:]]Maps/3.[[:space:]]Saliency[[:space:]]Maps[[:space:]]&[[:space:]]Class[[:space:]]Activation[[:space:]]Maps.mp4 filter=lfs diff=lfs merge=lfs -text
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- 9.[[:space:]]What[[:space:]]CNNs[[:space:]]'see'[[:space:]]-[[:space:]]Filter[[:space:]]Visualizations,[[:space:]]Heatmaps[[:space:]]and[[:space:]]Salience[[:space:]]Maps/4.[[:space:]]Filter[[:space:]]Visualizations.mp4 filter=lfs diff=lfs merge=lfs -text
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- 4.[[:space:]]Get[[:space:]]Started![[:space:]]Handwritting[[:space:]]Recognition,[[:space:]]Simple[[:space:]]Object[[:space:]]Classification[[:space:]]&[[:space:]]OpenCV[[:space:]]Demo/images/numbers.jpg filter=lfs diff=lfs merge=lfs -text
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- 2.[[:space:]]Word2Vec[[:space:]]-[[:space:]]Finding[[:space:]]Word[[:space:]]Analogies.mp4 filter=lfs diff=lfs merge=lfs -text
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- 3D[[:space:]]by[[:space:]]AI[[:space:]]Using[[:space:]]Generative[[:space:]]AI[[:space:]]and[[:space:]]NeRFs[[:space:]]for[[:space:]]Building[[:space:]]Virtual[[:space:]]Worlds,[[:space:]]with[[:space:]]Q&A[[:space:]]in[[:space:]]Japanese.pdf filter=lfs diff=lfs merge=lfs -text
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