DeepTile

Name	DeepTile JSON
Version	2.0.8 JSON
	download
home_page	None
Summary	Large image tiling and stitching library for scaling Python functions to arbitrary input image sizes.
upload_time	2024-11-05 01:19:22
maintainer	None
docs_url	None
author	William Niu
requires_python	>=3.8
license	None
keywords	machine learning deep learning image tiling image stitching
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # 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.

            

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