cvpl-tools

Computer Vision Pipeline Tools

cvpl_tools documentation

cvpl_tools is a Python package for utilities and classes related to the file I/O, dataset record keeping for image processing and computer vision.

Functionalities this repository provides for managing datasets using DatasetReference:

• DatasetReference keeps an ordered array of image file paths
• Images are assigned unique IDs used to match with their annotation files
• DatasetReference can be written to disk as json using strenc.py, recording down the image files used in a processing step and their file paths
• cvpl_tools/fs.py provides interface to turn image files to and write them from numpy arrays
• reader_from_cmd.py defines a utility function for creating DatasetReference by pattern matching image files to be included in the dataset
• cvpl_tools/im folder provides an extensible segmentation pipeline that supports Napari visualization and intermediate result caching/checkpointing functionalities

Dependency

This repository uses Poetry to manage dependency.