Shypd.aiThe largest open index of AI toolsLightlyStudio is an open-source data and analytics tool that unifies data workflows for curation, annotation, and management. It supports various data types including images, videos, and YOLO/COCO datasets, and runs on Python.
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LightlyStudio is an open-source tool designed to streamline data workflows for machine learning, encompassing curation, annotation, and management within a single platform. Built with Rust for performance, it efficiently handles large datasets like COCO and ImageNet, even on consumer-grade hardware. The tool offers a powerful Python interface for indexing, querying, and manipulating datasets, supporting various data types including images, videos, and YOLO/COCO formats. It features robust capabilities for classification, detection, semantic segmentation, instance segmentation, and captions, with ongoing support for keypoints and 3D point clouds. LightlyStudio also integrates with cloud storage providers like AWS S3 and GCS, allowing users to manage data directly from the cloud. Its persistence model, using DuckDB, ensures that all tags, annotations, metadata, and embeddings are saved across sessions, facilitating continuous work.
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