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Speech, vision & media

Supervision

Model-independent utilities standardize the work around computer vision inference.

51,104 stars

Overview

Research summary

Supervision provides the surrounding utilities needed to turn computer vision predictions into an application workflow. It offers common representations and adapters for detections, visual annotators, tracking support, dataset handling and video-processing helpers. Developers can connect outputs from supported model libraries and reuse the same downstream operations for filtering, visualization or analysis.

The project is useful for applications such as object counting, tracking and reviewing predictions without coupling every helper to one detector implementation. It is maintained by Roboflow, includes examples and tutorials, and distributes its source under the MIT license.

Repository summary

Stars
51,104
Open issues
Unavailable
Last push
2026-10-01
Commits, 90 days
Unavailable
Repository activity
Not scored
Version
Unavailable

Recorded catalogue figures. View repository data and provenance →

Classification

Pricing & services

Paid services unknown

Whether the provider offers paid products or services has not been established.

Licence scope

Implementation

Recorded implementation details and interfaces for Supervision.

Implementation details

Python computer vision utility library

Languages
Python
Repository type
source

Recorded interfaces and capabilities

Licence scope

Repository

Repository snapshots, release information and recorded maintenance signals.

Repository snapshot

roboflow/supervision ↗

Stars
51,104
Open issues
Unavailable
Last push
2026-10-01
Commits, 90 days
Unavailable
Repository activity
Not scored
Archived
Not recorded

Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).

Maintenance and provenance

Catalogue snapshot
2026-10-06
Stars source
Recorded fallback
Last push source
Recorded fallback

Documentation

Recorded references and research provenance for this entry.

Recorded sources 4

Research metadata

Research date
2026-10-02
Catalogue snapshot
2026-10-06