Udemy - Modern Computer Vision and Deep Learning with Python and PyTorch

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Category:
 Other
Date:
07/27/23 at 6:56am GMT+1
Submitter:
Unknown
Seeders:
6
Leechers:
2
File size:
3.6 GB in 98 files

Torrent Status:
  This torrent has been verified.

Infohash:
da77b4edd50331a3c9443ddfe7c8efa99340ea39


File list

  • Udemy - Modern Computer Vision and Deep Learning with Python and PyTorch
  • icon ~Get Your Files Here !/1. Introduction/1. Introduction to Course.mp4 55.3 MB
    icon ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/1. Datasets for Semantic Segmentation.mp4 48.3 MB
    icon ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/2. Data Annotations Tool for Semantic Segmentation.mp4 59.4 MB
    icon ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/3. Data Loading with PyTorch Customized Dataset Class.mp4 159.7 MB
    icon ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/4. Data Loading for Segmentation with Python and PyTorch Code.html 6.8 KB
    icon ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/5. Data Augmentation using Albumentations with Different Transformations.mp4 68.1 MB
    icon ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/6. Augmentation Python Code.html 2.7 KB
    icon ~Get Your Files Here !/10. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/7. Learn To Implement Data Loaders In Pytorch.mp4 19.3 MB
    icon ~Get Your Files Here !/11. Performance Metrics (IOU) For Segmentation Models Evaluation/1. Performance Metrics (IOU, Pixel Accuracy, Precision, Recall, Fscore).mp4 71.2 MB
    icon ~Get Your Files Here !/11. Performance Metrics (IOU) For Segmentation Models Evaluation/2. Code (Python and PyTorch).html 18.3 KB
    icon ~Get Your Files Here !/12. Encoders and Decoders For Segmentation In PyTorch/1. Transfer Learning And Pretrained Deep Resnet Architecture.mp4 47.9 MB
    icon ~Get Your Files Here !/12. Encoders and Decoders For Segmentation In PyTorch/2. Encoders for Segmentation with PyTorch Liberary.mp4 46.9 MB
    icon ~Get Your Files Here !/12. Encoders and Decoders For Segmentation In PyTorch/3. Decoders for Segmentation in PyTorch Liberary.mp4 73.8 MB
    icon ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/1. Implement Segmentation Models (UNet, PSPNet, DeepLab, PAN, and UNet++).mp4 199 MB
    icon ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/2. Segmentation Models Code with Python.html 1 KB
    icon ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/3. Learn To Optimize Hyperparameters For Segmentation Models.mp4 35.9 MB
    icon ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/4. Model Optimaztion Code (Python And PyTorch).html 292 B
    icon ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/5. Training of Segmentation Models.mp4 76.4 MB
    icon ~Get Your Files Here !/13. Implementation, Optimization and Training Of Segmentation Models/6. Model Training Code (Python And PyTorch).html 11.3 KB
    icon ~Get Your Files Here !/14. Test Models and Visualize Segmentation Results/1. Test Models and Calculate IOU,Pixel Accuracy,Fscore.mp4 116.4 MB
    icon ~Get Your Files Here !/14. Test Models and Visualize Segmentation Results/2. Test Models and Calculate Performance Scores (Python Code).html 10.9 KB
    icon ~Get Your Files Here !/14. Test Models and Visualize Segmentation Results/3. Visualize Segmentation Results and Generate RGB Segmented Map.mp4 97.9 MB
    icon ~Get Your Files Here !/14. Test Models and Visualize Segmentation Results/4. Segmentation Results Visualization (Python Code).html 2.7 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/1. Final Code Review.mp4 40.4 MB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/2. Complete Code and Dataset is Attached.html 106 B
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/Deep_Learning_for_Semantic_Segmentation.ipynb 1.3 MB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTest/1001a01.jpg 11.1 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTest/8007a01.jpg 11.1 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a02.jpg 10.7 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a08.jpg 12.2 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a10.jpg 13.2 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a11.jpg 12.8 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a15.jpg 13.4 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a16.jpg 13 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a17.jpg 12.9 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a24.jpg 11.9 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a25.jpg 12.6 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a26.jpg 12.7 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a27.jpg 12.7 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a28.jpg 12.6 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a29.jpg 11.3 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a35.jpg 10.8 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a38.jpg 10.4 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a42.jpg 11.6 KB
    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a43.jpg 11.9 KB
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    icon ~Get Your Files Here !/15. Complete Code and Dataset for Semantic Segmentation/TrayDataset/XTrain/1001a53.jpg 12.9 KB

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