PDC4S:\IT\ROBOTICS\Computer Vision Courses\Deep Learning Computer Vision CNN, OpenCV, YOLO, SSD & GANs

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NameSizeDate Modified
1. Introduction12/24/2021 11:09 AM
10. Data Augmentation Cats vs Dogs12/24/2021 11:10 AM
11. Assessing Model Performance12/24/2021 11:10 AM
12. Optimizers, Learning Rates & Callbacks with Fruit Classification12/24/2021 11:11 AM
13. Batch Normalization & LeNet, AlexNet Clothing Classifier12/24/2021 11:11 AM
14. Advanced Image Classiers - ImageNet in Keras (VGG1619, InceptionV3, ResNet50)12/24/2021 11:11 AM
15. Transfer Learning Build a Flower & Monkey Breed Classifier12/24/2021 11:12 AM
16. Design Your Own CNN - LittleVGG A Simpsons Classifier12/24/2021 11:12 AM
17. Advanced Activation Functions & Initializations12/24/2021 11:12 AM
18. Facial Applications - Emotion, Age & Gender Recognition12/24/2021 11:12 AM
19. Medical Imaging - Image Segmentation with U-Net12/24/2021 11:13 AM
2. Intro to Computer Vision & Deep Learning12/24/2021 11:13 AM
20. Principles of Object Detection12/24/2021 11:14 AM
21. TensorFlow Object Detection API12/24/2021 11:14 AM
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector12/24/2021 11:14 AM
23. DeepDream & Neural Style Transfers Make AI Generated Art12/24/2021 11:15 AM
24. Generative Adversarial Networks (GANs) Simulate Aging Faces12/24/2021 11:15 AM
25. Face Recognition with VGGFace12/24/2021 11:16 AM
26. The Computer Vision World12/24/2021 11:17 AM
27. BONUS - Build a Credit Card Number Reader12/17/2021 6:06 AM
28. BONUS - Use Cloud GPUs on PaperSpace12/17/2021 6:06 AM
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS12/17/2021 6:07 AM
3. Installation Guide12/24/2021 11:18 AM
4. Handwriting Recognition12/24/2021 11:18 AM
5. OpenCV Tutorial - Learn Classic Computer Vision & Face Detection (OPTIONAL)12/24/2021 11:20 AM
6. Neural Networks Explained12/24/2021 11:21 AM
7. Convolutional Neural Networks (CNNs) Explained12/24/2021 11:22 AM
8. Build CNNs in Python using Keras12/24/2021 11:22 AM
9. What CNNs 'see' - Filter Visualizations, Heatmaps and Salience Maps12/24/2021 11:23 AM