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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.

Project details


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