DevCourseWeb com Udemy Modern Computer Vision and Deep Learning with Python and PyTorch |
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Name |
[ DevCourseWeb.com ] Udemy - Modern Computer Vision and Deep Learning with Python and PyTorch |
DOWNLOAD Copy Link |
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Total Size |
3.8 GB |
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Total Files |
3098 |
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Last Seen |
2024-10-16 00:33 |
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Hash |
DA77B4EDD50331A3C9443DDFE7C8EFA99340EA39 |
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0.2 KB |
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/1. Introduction/ |
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58.0 MB |
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/.../10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/ |
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50.7 MB |
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62.3 MB |
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167.4 MB |
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4. Data Loading for Segmentation with Python and PyTorch Code.html |
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5. Data Augmentation using Albumentations with Different Transformations.mp4 |
71.4 MB |
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/.../11. Performance Metrics (IOU) For Segmentation Models Evaluation/ |
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1. Performance Metrics (IOU, Pixel Accuracy, Precision, Recall, Fscore).mp4 |
74.7 MB |
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18.8 KB |
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/.../12. Encoders and Decoders For Segmentation In PyTorch/ |
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1. Transfer Learning And Pretrained Deep Resnet Architecture.mp4 |
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49.2 MB |
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77.4 MB |
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/.../13. Implementation, Optimization and Training Of Segmentation Models/ |
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1. Implement Segmentation Models (UNet, PSPNet, DeepLab, PAN, and UNet++).mp4 |
208.6 MB |
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3. Learn To Optimize Hyperparameters For Segmentation Models.mp4 |
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/.../14. Test Models and Visualize Segmentation Results/ |
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122.1 MB |
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2. Test Models and Calculate Performance Scores (Python Code).html |
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3. Visualize Segmentation Results and Generate RGB Segmented Map.mp4 |
102.6 MB |
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/.../15. Complete Code and Dataset for Semantic Segmentation/ |
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42.4 MB |
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1.4 MB |
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/.../15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTest/ |
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/.../15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/ |
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2. RCNN Deep Learning Architectures for Object Detection.mp4 |
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/.../8. Semantic Segmentation Task Of Computer Vision/ |
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/.../9. Deep Learning Architectures For Segmentation (UNet, PSPNet, PAN)/ |
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1. Pyramid Scene Parsing Network (PSPNet) For Segmentation.mp4 |
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0.4 KB |
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Total files 3098 |
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