Metadata-Version: 2.4
Name: augvid
Version: 0.0.1
Summary: A collection of video augmentation layers
Author-email: Viktor Fairuschin <folio.peptisch-4q@icloud.com>
License-Expression: MIT
Project-URL: Repository, https://github.com/ViktorFairuschin/augvid
Keywords: augmentation,video,tensorflow,keras
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: tensorflow>=2.15.0
Requires-Dist: keras>=2.15.0
Requires-Dist: numpy>=1.25.1
Provides-Extra: dev
Requires-Dist: opencv-python; extra == "dev"
Requires-Dist: decord; platform_system != "Darwin" and extra == "dev"
Requires-Dist: eva-decord; platform_system == "Darwin" and extra == "dev"
Dynamic: license-file

# AugVid

**AugVid** is a collection of augmentation layers for videos inspired by the corresponding image preprocessing layers from `tf.keras`. 

## Installation

```bash
pip install augvid
```

## Getting Started

The augmentation layers can be added during the model construction:

```python
import keras
from augvid import RandomVideoBrightness, RandomHorizontalVideoFlip


model = keras.Sequential([
    RandomVideoBrightness(max_delta=0.1),
    RandomHorizontalVideoFlip(),
    # add more layers here
])
```

