Metadata-Version: 2.1
Name: DeepTile
Version: 2.0.3
Summary: Large image tiling and stitching library for scaling Python functions to arbitrary input image sizes.
Author: William Niu
Author-email: wniu721@gmail.com
Keywords: machine learning,deep learning,image tiling,image stitching
Classifier: Development Status :: 5 - Production/Stable
Classifier: Programming Language :: Python
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE

# DeepTile
Large image tiling and stitching library for scaling Python functions to arbitrary input image sizes.

## General
DeepTile provides a standardized workflow for splitting large images into tiles of a specified size, processing tiles using regular Python functions, and stitching the processed tiles. DeepTile supports batch processing specifically designed for deep learning algorithms, featuring automatic padding and mini-batch generation.

## Installation

Install DeepTile from [PyPI](https://pypi.org/project/deeptile/).

```
pip install deeptile
```

## Usage

See [notebooks](notebooks) for examples of DeepTile usage for both TIFF and ND2 files.
