Shypd.aiThe largest open index of AI toolsDatumaro is an open-source dataset management framework that provides a Python library and CLI tool to build, analyze, and manage computer vision datasets. It supports dataset reading, writing, and conversion across various formats, along with filtering, splitting, and quality checking capabilities.
Trending
About
Datumaro is a comprehensive dataset management framework designed for computer vision tasks. It offers both a Python library and a command-line interface (CLI) tool, enabling users to efficiently build, analyze, and manage their datasets. Key functionalities include reading, writing, and converting datasets between numerous popular formats such as COCO, PASCAL VOC, YOLO, and ImageNet. The framework also facilitates advanced dataset manipulation, including filtering by custom criteria, splitting datasets into train/validation/test subsets, and performing annotation conversions. Furthermore, Datumaro provides tools for dataset quality checking, comparison with model inference, and generating detailed statistics, making it an invaluable resource for data scientists and machine learning engineers working with computer vision data.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
