FiftyOne Labs#

FiftyOne Labs brings research solutions and experimental features for machine learning. Here you’ll find cutting-edge experiments, novel workflows, and advanced capabilities built using the FiftyOne plugins ecosystem.

Labs features are organized into two categories, machine learning experiments and advanced visualization tools, and are developed by the Voxel51 team.

Labs Panel ⭐ 11

by 51labs
panel listing all the available FiftyOne Labs features

ml,utils

Video Apply Model ⭐ 11

by 51labs
image model to video dataset using torch dataloader

ml,video

Few Shot Learning ⭐ 11

by 51labs
few-shot learning with multiple model types

ml,classification

Box Combine ⭐ 11

by 51labs
Boxes Fusion for detections

ml,detection

Click Segmentation ⭐ 11

by 51labs
image segmentation via prompts

ml,segmentation

Zero-shot-coreset-selection ⭐ 3

by 51labs
coreset selection (ZCore) for unlabeled image data

ml

Note

FiftyOne Labs features are experimental and may change independently of FiftyOne core. Please review each feature’s documentation before use.