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This is a pytorch based utilities library which will help you for training and visualizing computer vision models.

Project description

woollylib

This is a pytorch based utilities library which will help you for training and visualizing computer vision models.

  • Structure Tree

├── woollylib
│   ├── bp
│   │   ├── autocast
│   │   │     └── backpropagation.py   
│   │   ├── losses
│   │   │     └── backpropagation.py  
│   │   ├── optimizer
│   │   │     └── backpropagation.py  
│   │   ├── ricap
│   │   │     └── backpropagation.py   
│   │   └── vanila  
│   │         └── backpropagation.py   
│   │ 
│   ├── models
│   │   ├── custom
│   │   │     └── custom_resnet.py 
│   │   ├── model.py
│   │   └── resnet.py
│   │ 
│   ├── preloading
│   │    └── dataset.py 
│   │ 
│   ├── utils
│   │    ├── gradcam
│   │    │   ├── _init_.py
│   │    │   ├── compute.py
│   │    │   ├── gradcam.py
│   │    │   └── util.py   
│   │    │
│   │    ├── transform.py 
│   │    ├── utils.py 
│   │    └── visualize.py 
│   │ 
│   ├── _init_.py
│   ├── dataset.py
│   ├── main.py
│   ├── scheduler.py
│   └──training.py
│   
├── setup.py
├── LICENSE
├── MANIFEST.IN
├── README.txt
├── requirements.txt
├── .gitignore
└── README.md

Installation

pip install woollylib

How to Use it

Contributers

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