{"library":"fiftyone-brain","type":"library","category":null,"description":"The FiftyOne Brain extends the FiftyOne ecosystem with powerful machine learning capabilities for data curation and model analysis. It provides features like visual similarity search, text-based querying, finding unique and representative samples, detecting media quality issues, and identifying annotation mistakes. The library is actively developed, with frequent releases.","language":"python","status":"active","version":"0.21.5","tags":["computer vision","machine learning","data curation","embeddings","similarity search","visualization"],"last_verified":"Mon May 25","install":[{"cmd":"pip install fiftyone-brain","imports":["import fiftyone.brain as fob","import fiftyone as fo","import fiftyone.zoo as foz"]},{"cmd":"pip install fiftyone","imports":[]}],"homepage":"https://fiftyone.ai","github":"https://github.com/voxel51/fiftyone-brain","docs":null,"changelog":null,"pypi":"https://pypi.org/project/fiftyone-brain/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":25.8,"avg_import_s":9.35,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/fiftyone-brain/compatibility"}}