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Whole-slide image streamer for TensorFlow.

Project description

histomics_stream

Through version 1.0.6, this project was known as tensorflow_reader.

Overview

The goal of this project is to create a whole-slide image file reader for TensorFlow. This reader will allow users to extract pixel data from whole-slide image formats, and will support reading paradigms that are commonly used during training and inference.

Installation for Python

PyPI Version

histomics_stream can be easily installed with Python wheels. If you do not want the installation to be to your current Python environment, you should first create and activate a Python virtual environment (venv) to work in. Then, run the following from the command-line:

pip install histomics_stream

Launch python3, import the histomics_stream package, and use it

import histomics_stream as hs

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