This is the Linux app named Datumaro whose latest release can be downloaded as Releasev1.12.0sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Datumaro
DESCRIPTION
Datumaro is a flexible Python-based dataset management framework and command-line tool for building, analyzing, transforming, and converting computer vision datasets in many popular formats. It supports importing and exporting annotations and images across a wide variety of standards like COCO, PASCAL VOC, YOLO, ImageNet, Cityscapes, and many more, enabling easy integration with different training pipelines and tools. Datumaro makes it easy to merge datasets, split them into training/validation/test subsets, filter or transform annotations, and validate annotation quality — all while preserving metadata and supporting detailed statistics. It’s especially useful when you’re dealing with heterogeneous data sources or need to prepare complex datasets for machine learning workflows, freeing you from writing custom scripts for every format conversion.
Features
- Import/export support for many dataset formats
- Dataset merging and filtering tools
- Custom annotation transformation utilities
- Train/val/test splitting by configurable criteria
- Dataset statistics and quality checking
- Python API plus CLI for flexible workflows
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/datumaro.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
