[ DevCourseWeb.com ] Udemy - Modern Computer Vision and Deep Learning with Python and PyTorch

1. ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/1. Implement Segmentation Models (UNet, PSPNet, DeepLab, PAN, and UNet++).mp4 203.73 MB
2. ~Get Your Files Here !/23. Training, Evaluating and Visualizing Instance Segmentation on Custom Dataset/1. Train, Evaluate Instance Segmentation Model & Visualizing Results on Custom Data.mp4 183.11 MB
3. ~Get Your Files Here !/18. Detectron2 for Ojbect Detection/1. Detectron2 for Ojbect Detection with PyTorch.mp4 169.30 MB
4. ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/3. Data Loading with PyTorch Customized Dataset Class.mp4 163.50 MB
5. ~Get Your Files Here !/19. Training, Evaluating and Visualizing Object Detection on Custom Dataset/3. Train, Evaluate Object Detection Models & Visualizing Results on Custom Dataset.mp4 158.63 MB
6. ~Get Your Files Here !/8. Semantic Segmentation Task Of Computer Vision/2. Semantic Segmentation Real-World Applications.mp4 149.96 MB
7. ~Get Your Files Here !/18. Detectron2 for Ojbect Detection/2. Perform Object Detection using Detectron2 Pretrained Models.mp4 140.81 MB
8. ~Get Your Files Here !/14. Test Models and Visualize Segmentation Results/1. Test Models and Calculate IOU,Pixel Accuracy,Fscore.mp4 119.23 MB
9. ~Get Your Files Here !/2. What is Computer Vision & its Applications/1. Introduction to Computer Vision and its Real-world Applications.mp4 115.17 MB
10. ~Get Your Files Here !/19. Training, Evaluating and Visualizing Object Detection on Custom Dataset/1. Custom Dataset for Object Detection.mp4 105.43 MB
11. ~Get Your Files Here !/14. Test Models and Visualize Segmentation Results/3. Visualize Segmentation Results and Generate RGB Segmented Map.mp4 100.22 MB
12. ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/5. Training of Segmentation Models.mp4 78.20 MB
13. ~Get Your Files Here !/12. Encoders and Decoders For Segmentation In PyTorch/3. Decoders for Segmentation in PyTorch Liberary.mp4 75.57 MB
14. ~Get Your Files Here !/11. Performance Metrics (IOU) For Segmentation Models Evaluation/1. Performance Metrics (IOU, Pixel Accuracy, Precision, Recall, Fscore).mp4 72.94 MB
15. ~Get Your Files Here !/7. Transfer Learning for Image Classification/4. FineTuning Deep ResNet Model.mp4 71.44 MB
16. ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/5. Data Augmentation using Albumentations with Different Transformations.mp4 69.76 MB
17. ~Get Your Files Here !/6. Pretrained Models for Single and Multi-Label Image Classification/5. Single-Label Image Classification using ResNet and AlexNet PreTrained Models.mp4 63.19 MB
18. ~Get Your Files Here !/17. Deep Learning Architectures for Object Detection (R-CNN Family)/2. RCNN Deep Learning Architectures for Object Detection.mp4 61.19 MB
19. ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/2. Data Annotations Tool for Semantic Segmentation.mp4 60.88 MB
20. ~Get Your Files Here !/16. Object Detection Task Of Computer Vision/1. Object Detection and its Applications.mp4 60.20 MB
21. ~Get Your Files Here !/1. Introduction/1. Introduction to Course.mp4 56.68 MB
22. ~Get Your Files Here !/6. Pretrained Models for Single and Multi-Label Image Classification/7. Multi-Label Image Classification using Deep Learning Models.mp4 54.97 MB
23. ~Get Your Files Here !/7. Transfer Learning for Image Classification/2. Dataset, Data Augmentation, and Dataloaders.mp4 50.14 MB
24. ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/1. Datasets for Semantic Segmentation.mp4 49.48 MB
25. ~Get Your Files Here !/12. Encoders and Decoders For Segmentation In PyTorch/1. Transfer Learning And Pretrained Deep Resnet Architecture.mp4 49.00 MB
26. ~Get Your Files Here !/12. Encoders and Decoders For Segmentation In PyTorch/2. Encoders for Segmentation with PyTorch Liberary.mp4 48.03 MB
27. ~Get Your Files Here !/3. Deep Convolutional Neural Networks (CNN) for Computer Vision/1. Introduction to Convolutional Neural Networks (CNN).mp4 46.44 MB
28. ~Get Your Files Here !/21. Instance Segmentation Task of Computer Vision/1. What is Instance Segmentation.mp4 46.32 MB
29. ~Get Your Files Here !/17. Deep Learning Architectures for Object Detection (R-CNN Family)/1. Deep Convolutional Neural Network (VGG, ResNet, GoogleNet).mp4 45.94 MB
30. ~Get Your Files Here !/7. Transfer Learning for Image Classification/7. Fixed Feature Extractraction using ResNet.mp4 45.55 MB
31. ~Get Your Files Here !/7. Transfer Learning for Image Classification/8. Model Optimization, Training and Results Visualization.mp4 43.07 MB
32. ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/1. Final Code Review.mp4 41.36 MB
33. ~Get Your Files Here !/8. Semantic Segmentation Task Of Computer Vision/1. Introduction to Semantic Image Segmentation.mp4 38.29 MB
34. ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/3. Learn To Optimize Hyperparameters For Segmentation Models.mp4 36.74 MB
35. ~Get Your Files Here !/17. Deep Learning Architectures for Object Detection (R-CNN Family)/3. Fast RCNN Deep Learning Architectures for Object Detection.mp4 35.39 MB
36. ~Get Your Files Here !/9. Deep Learning Architectures For Segmentation (UNet, PSPNet, PAN)/1. Pyramid Scene Parsing Network (PSPNet) For Segmentation.mp4 35.20 MB
37. ~Get Your Files Here !/2. What is Computer Vision & its Applications/2. Major Computer Vision Tasks.mp4 32.95 MB
38. ~Get Your Files Here !/7. Transfer Learning for Image Classification/6. Training Deep ResNet Model.mp4 31.84 MB
39. ~Get Your Files Here !/6. Pretrained Models for Single and Multi-Label Image Classification/4. Data Preprocessing for Image Classification.mp4 31.28 MB
40. ~Get Your Files Here !/9. Deep Learning Architectures For Segmentation (UNet, PSPNet, PAN)/4. Multi-Task Contextual Network (MTCNet).mp4 30.68 MB
41. ~Get Your Files Here !/7. Transfer Learning for Image Classification/5. HyperParameteres Optimization for Model.mp4 30.19 MB
42. ~Get Your Files Here !/7. Transfer Learning for Image Classification/1. Introduction to Transfer Learning.mp4 30.08 MB
43. ~Get Your Files Here !/6. Pretrained Models for Single and Multi-Label Image Classification/1. Introduction to Pretrained Models.mp4 28.95 MB
44. ~Get Your Files Here !/22. Mask RCNN for Instance Segmentation/1. Mask RCNN for Instance Segmentation.mp4 28.81 MB
45. ~Get Your Files Here !/6. Pretrained Models for Single and Multi-Label Image Classification/2. Deep Learning ResNet and AlexNet Architectures.mp4 28.71 MB
46. ~Get Your Files Here !/4. Setting-up Google Colab for Writing Python Code/1. Introduction to Google Colab for Python Coding.mp4 25.59 MB
47. ~Get Your Files Here !/9. Deep Learning Architectures For Segmentation (UNet, PSPNet, PAN)/2. UNet Architecture For Segmentation.mp4 22.11 MB
48. ~Get Your Files Here !/6. Pretrained Models for Single and Multi-Label Image Classification/3. Access Data from Google Drive to Colab.mp4 20.92 MB
49. ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/7. Learn To Implement Data Loaders In Pytorch.mp4 19.76 MB
50. ~Get Your Files Here !/9. Deep Learning Architectures For Segmentation (UNet, PSPNet, PAN)/3. Pyramid Attention Network (PAN).mp4 19.72 MB