Large image tiling and stitching library for scaling Python functions to arbitrary input image sizes.
Project description
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.
pip install deeptile
Usage
See notebooks for examples of DeepTile usage for both TIFF and ND2 files.
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