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  1. .gitattributes +73 -0
  2. 11. Assessing Model Performance/2. Understanding the Confusion Matrix.mp4 +3 -0
  3. 11. Assessing Model Performance/3. Finding and Viewing Misclassified Data.mp4 +3 -0
  4. 11. Confusion Matrix and Viewing Misclassifications/MNIST_history.pickle +3 -0
  5. 12. Optimizers, Learning Rates & Callbacks with Fruit Classification/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.mp4 +3 -0
  6. 12. Optimizers, Learning Rates & Callbacks with Fruit Classification/2. Types Optimizers and Adaptive Learning Rate Methods.mp4 +3 -0
  7. 12. Optimizers, Learning Rates & Callbacks with Fruit Classification/3. Keras Callbacks and Checkpoint, Early Stopping and Adjust Learning Rates that Pl.mp4 +3 -0
  8. 12. Optimizers, Learning Rates & Callbacks with Fruit Classification/4. Build a Fruit Classifier.mp4 +3 -0
  9. 12. Optimizers, Learning Rates & Callbacks with Fruit Classification/4.2 fruits-360.tar.gz +3 -0
  10. 13. Batch Normalization & LeNet, AlexNet Clothing Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.mp4 +3 -0
  11. 13. Batch Normalization & LeNet, AlexNet Clothing Classifier/2. Build LeNet and test on MNIST.mp4 +3 -0
  12. 13. Batch Normalization & LeNet, AlexNet Clothing Classifier/3. Build AlexNet and test on CIFAR10.mp4 +3 -0
  13. 13. Batch Normalization & LeNet, AlexNet Clothing Classifier/4. Batch Normalization.mp4 +3 -0
  14. 14. Advanced Image Classiers - ImageNet in Keras (VGG1619, InceptionV3, ResNet50)/1. Chapter Introduction.mp4 +3 -0
  15. 14. Advanced Image Classiers - ImageNet in Keras (VGG1619, InceptionV3, ResNet50)/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.mp4 +3 -0
  16. 14. Advanced Image Classiers - ImageNet in Keras (VGG1619, InceptionV3, ResNet50)/3. Understanding VGG16 and VGG19.mp4 +3 -0
  17. 14. Advanced Image Classiers - ImageNet in Keras (VGG1619, InceptionV3, ResNet50)/4. Understanding ResNet50.mp4 +3 -0
  18. 14. Advanced Image Classiers - ImageNet in Keras (VGG1619, InceptionV3, ResNet50)/5. Understanding InceptionV3.mp4 +3 -0
  19. 15. Transfer Learning Build a Flower & Monkey Breed Classifier/1. Chapter Introduction.mp4 +3 -0
  20. 15. Transfer Learning Build a Flower & Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.mp4 +3 -0
  21. 15. Transfer Learning Build a Flower & Monkey Breed Classifier/3. Build a Monkey Breed Classifier with MobileNet using Transfer Learning.mp4 +3 -0
  22. 15. Transfer Learning Build a Flower & Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.mp4 +3 -0
  23. 16. Design Your Own CNN - LittleVGG A Simpsons Classifier/1. Chapter Introduction.mp4 +3 -0
  24. 16. Design Your Own CNN - LittleVGG A Simpsons Classifier/2. Introducing LittleVGG.mp4 +3 -0
  25. 16. Design Your Own CNN - LittleVGG A Simpsons Classifier/3. Simpsons Character Recognition using LittleVGG.mp4 +3 -0
  26. 16. Design Your Own CNN - LittleVGG/LittleVGG.png +3 -0
  27. 17. Advanced Activation Functions & Initializations/1. Chapter Introduction.mp4 +3 -0
  28. 17. Advanced Activation Functions & Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.mp4 +3 -0
  29. 17. Advanced Activation Functions & Initializations/3. Advanced Initializations.mp4 +3 -0
  30. 18. Facial Applications - Emotion, Age & Gender Recognition/1. Chapter Introduction.mp4 +3 -0
  31. 18. Facial Applications - Emotion, Age & Gender Recognition/2. Build an Emotion, Facial Expression Detector.mp4 +3 -0
  32. 18. Facial Applications - Emotion, Age & Gender Recognition/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.mp4 +3 -0
  33. 19. Medical Imaging - Image Segmentation with U-Net/1. Chapter Overview on Image Segmentation & Medical Imaging in U-Net.mp4 +3 -0
  34. 19. Medical Imaging - Image Segmentation with U-Net/2. What is Segmentation And Applications in Medical Imaging.mp4 +3 -0
  35. 19. Medical Imaging - Image Segmentation with U-Net/3. U-Net Image Segmentation with CNNs.mp4 +3 -0
  36. 19. Medical Imaging - Image Segmentation with U-Net/4. The Intersection over Union (IoU) Metric.mp4 +3 -0
  37. 19. Medical Imaging - Image Segmentation with U-Net/5. Finding the Nuclei in Divergent Images.mp4 +3 -0
  38. 20. Principles of Object Detection/1. Chapter Introduction.mp4 +3 -0
  39. 20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.mp4 +3 -0
  40. 20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.mp4 +3 -0
  41. 20. Principles of Object Detection/4. Single Shot Detectors (SSDs).mp4 +3 -0
  42. 20. Principles of Object Detection/5. YOLO to YOLOv3.mp4 +3 -0
  43. 21. TensorFlow Object Detection API/1. Chapter Introduction.mp4 +3 -0
  44. 21. TensorFlow Object Detection API/2. TFOD API Install and Setup.mp4 +3 -0
  45. 21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.mp4 +3 -0
  46. 21. TensorFlow Object Detection API/4. How to Train a TFOD Model.mp4 +3 -0
  47. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.mp4 +3 -0
  48. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.mp4 +3 -0
  49. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.mp4 +3 -0
  50. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.mp4 +3 -0
.gitattributes CHANGED
@@ -40,3 +40,76 @@ Why[[:space:]]AI[[:space:]]is[[:space:]]Harder[[:space:]]Than[[:space:]]We[[:spa
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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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  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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