Index of /files/Udemy/Udemy - Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4 2022-2/


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1. Introduction/                                   03-Aug-2025 23:33                   -
10. OpenCV - Working With Video/                   03-Aug-2025 23:33                   -
11. Deep Learning in Computer Vision Introduction/ 03-Aug-2025 23:33                   -
12. Building CNNs in PyTorch/                      03-Aug-2025 23:33                   -
13. Building CNNs in TensorFlow with Keras/        03-Aug-2025 23:33                   -
14. Assessing Model Performance/                   03-Aug-2025 23:33                   -
15. Improving Models and Advanced CNN Design/      03-Aug-2025 23:33                   -
16. Visualizing What CNN's Learn/                  03-Aug-2025 23:33                   -
17. Advamced Convolutional Neural Networks/        03-Aug-2025 23:33                   -
18. Building and Loading Advanced CNN Archiectu..> 03-Aug-2025 23:33                   -
19. Using Callbacks in Keras and PyTorch/          03-Aug-2025 23:33                   -
2. Download Code and Setup Colab/                  03-Aug-2025 23:33                   -
20. PyTorch Lightning/                             03-Aug-2025 23:33                   -
21. Transfer Learning and Fine Tuning/             03-Aug-2025 23:34                   -
22. Google DeepStream and Neural Style Transfer/   03-Aug-2025 23:34                   -
23. Autoencoders/                                  03-Aug-2025 23:34                   -
24. Generative Adversarial Networks (GANs)/        03-Aug-2025 23:34                   -
25. Siamese Network/                               03-Aug-2025 23:34                   -
26. Face Recognition (Age, Gender, Emotion and ..> 03-Aug-2025 23:34                   -
27. Object Detection/                              03-Aug-2025 23:34                   -
28. Modern Object Detectors - YOLO, EfficientDe..> 03-Aug-2025 23:34                   -
29. Gun Detector - Scaled-YoloV4/                  03-Aug-2025 23:34                   -
3. OpenCV - Image Operations/                      03-Aug-2025 23:34                   -
30. Mask Detector TFODAPI MobileNetV2_SSD/         03-Aug-2025 23:34                   -
31. Sign Language Detector TFODAPI EfficentDet/    03-Aug-2025 23:34                   -
32. Pothole Detector - TinyYOLOv4/                 03-Aug-2025 23:34                   -
33. Mushroom Detector Detectron2/                  03-Aug-2025 23:34                   -
34. Website Region Detector YOLOv4 Darknet/        03-Aug-2025 23:34                   -
35. Drone Maritime Detector R-CNN/                 03-Aug-2025 23:34                   -
36. Chess Piece YOLOv3/                            03-Aug-2025 23:34                   -
37. Bloodcell Detector YOLOv5/                     03-Aug-2025 23:34                   -
38. Hard Hat Detector EfficentDet/                 03-Aug-2025 23:34                   -
39. Bloodcell Detector YOLOv5/                     03-Aug-2025 23:34                   -
4. OpenCV - Image Segmentation/                    03-Aug-2025 23:34                   -
40. Plant Doctor Detector YOLOv5/                  03-Aug-2025 23:34                   -
41. Deep Segmentation - U-Net, SegNet, DeeplabV..> 03-Aug-2025 23:34                   -
42. Body Pose Estimation/                          03-Aug-2025 23:34                   -
43. Tracking with DeepSORT/                        03-Aug-2025 23:34                   -
44. Deep Fakes/                                    03-Aug-2025 23:34                   -
45. Vision Transformers - ViTs/                    03-Aug-2025 23:34                   -
46. BiT BigTransfer Classifier Keras/              03-Aug-2025 23:34                   -
47. Depth Estimation/                              03-Aug-2025 23:34                   -
48. Image Similarity using Metric Learning/        03-Aug-2025 23:34                   -
49. Image Captioning with Keras/                   03-Aug-2025 23:34                   -
5. OpenCV - Haar Cascade Classifiers/              03-Aug-2025 23:34                   -
50. Video Classification usign CNN+RNN/            03-Aug-2025 23:34                   -
51. Video Classification with Transformers/        03-Aug-2025 23:34                   -
52. Point Cloud Classification PointNet/           03-Aug-2025 23:34                   -
53. Point Cloud Segmentation Using PointNet/       03-Aug-2025 23:34                   -
54. Medical Project -  X-Ray Pneumonia Prediction/ 03-Aug-2025 23:34                   -
55. Medical Project - 3D CT Scan Classification/   03-Aug-2025 23:34                   -
56. Low Light Image Enhancement MIRNet/            03-Aug-2025 23:34                   -
57. Deploy your CV App using Flask RestFUL API ..> 03-Aug-2025 23:34                   -
58. OCR Captcha Cracker/                           03-Aug-2025 23:34                   -
6. OpenCV - Image Analysis and Transformation/     03-Aug-2025 23:34                   -
7. OpenCV - Motion and Object Tracking/            03-Aug-2025 23:34                   -
8. OpenCV - Facial Landmark Detection & Face Swaps 03-Aug-2025 23:34                   -
9. OpenCV Projects/                                03-Aug-2025 23:34                   -