randaugment

Name	randaugment JSON
Version	1.0.2 JSON
	download
home_page	https://github.com/jizongFox/pytorch-randaugment
Summary
upload_time	2019-12-04 04:10:57
maintainer
docs_url	None
author	Jizong Peng
requires_python
license	MIT
keywords
VCS
bugtrack_url
requirements	No requirements were recorded.
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            # pytorch-randaugment
Unofficial PyTorch Reimplementation of AutoAugment and RandAugment.

Code taken from https://github.com/DeepVoltaire/AutoAugment and https://github.com/jizongFox/uda
## How to install:
```bash
pip install randaugment
```
---

## How to use:
```python
from autoaugment import RandAugment, ImageNetPolicy
data = ImageFolder(rootdir, transform=transforms.Compose(
                        [
                            transforms.RandomCrop(32, padding=4, fill=128), # fill parameter needs torchvision installed from source
                            transforms.RandomHorizontalFlip(), 
                            RandAugment(),
                            #ImageNetPolicy(),
                            transforms.ToTensor(), 
                            Cutout(size=16), # (https://github.com/uoguelph-mlrg/Cutout/blob/master/util/cutout.py)
                            transforms.Normalize(...)
                        ])
)
loader = DataLoader(data, ...)
```





            

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