FiftyOne

Open-source visual dataset analysis tool for inspecting image data, label quality and model predictions.

Details

FiftyOne is an open-source computer vision dataset analysis tool for browsing image/video data, checking labels, analysing model predictions, filtering error samples and assessing data quality. It suits vision model development, dataset cleaning and annotation QA.

Use cases: visual dataset inspection, model result analysis, image data cleaning, label QA, computer vision

Note: FiftyOne is aimed at machine learning development workflows, not ordinary image editing.

Used in these research workflows