FiftyOne vs Label Studio
| FiftyOne | Label Studio | |
|---|---|---|
| Free plan | No | Yes |
| Free trial | No | Yes |
| Paid from | — | $99/mo |
| Open source | No | No |
| Platforms | Web, Windows, macOS, Linux | api, Linux, macOS, self-hosted, Web, Windows |
| Annotation types | bounding boxes; polygons; segmentation masks; classifications; polylines; SAM2 click-to-segment instance segmentation | rectangles, ellipses, keypoints, polygons, brush masks, image classification |
| Image formats | JPEG; PNG; BMP | — |
| Model-assisted labeling | Yes | Yes |
| Dataset export | COCO; image directory; image classification directory tree; FiftyOne dataset; Python/CLI export | JSON, JSON_MIN, CSV, TSV, COCO, Pascal VOC XML, YOLO, PNG, NumPy |
| Team collaboration | Yes | Yes |
| API access | Yes | Yes |
| Free plan | — | Yes |
Both are listed in Best Image Annotation Software. On Inferse, Label Studio scores higher on our published basis.