PDC4S:\D\Deep Learning Computer Vision CNN, OpenCV, YOLO, SSD & GANs

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NameSizeDate Modified
1. Introduction5/29/2020 12:06 PM
10. Data Augmentation Build a Cats vs Dogs Classifier5/29/2020 12:05 PM
11. Confusion Matrix, Classification Report & Viewing Misclassifications5/29/2020 12:03 PM
12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier5/29/2020 12:05 PM
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier5/29/2020 12:03 PM
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers5/29/2020 12:05 PM
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier5/29/2020 12:03 PM
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier5/29/2020 12:06 PM
17. Advanced Activation Functions and Initializations5/29/2020 12:05 PM
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System5/29/2020 12:05 PM
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images5/29/2020 12:05 PM
2. Introduction to Computer Vision & Deep Learning5/29/2020 12:03 PM
20. Principles of Object Detection5/29/2020 12:05 PM
21. TensorFlow Object Detection API5/29/2020 12:06 PM
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector5/29/2020 12:04 PM
23. DeepDream & Neural Style Transfers Make AI Generated Art5/29/2020 12:03 PM
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN5/29/2020 12:06 PM
25. Face Recognition with VGGFace5/29/2020 12:05 PM
26. The Computer Vision World5/29/2020 12:05 PM
27. BONUS - Build a Credit Card Number Reader5/29/2020 12:03 PM
28. BONUS - Use Cloud GPUs on PaperSpace5/29/2020 12:05 PM
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS5/29/2020 12:04 PM
3. Setup Your FREE Deep Learning Development Virtual Machine5/29/2020 12:06 PM
4. Handwriting Recognition, Simple Object Classification OpenCV Demo5/29/2020 12:06 PM
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection5/29/2020 12:04 PM
6. Neural Networks Explained in Detail5/29/2020 12:03 PM
7. Convolutional Neural Networks (CNNs) Explained in Detail5/29/2020 12:06 PM
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)5/29/2020 12:03 PM
9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps5/29/2020 12:03 PM