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Dev tools · October 6, 2023

Supervision, reusable computer vision utilities

supervision is a Python package with tools for building computer vision applications. With supervision, you can: - Load and filter predictions from a range of state of the art models into a standard API (i.e. YOLOv8, SAM). - Annotate images and videos with bounding boxes, segmentation masks, and more. - Calculate confusion matrices. - Use ByteTrack to track objects. - Use SAHI to process small object detection. - Process video frames. - And more. Our goal with supervision is to provide model-agnostic tools with a concise syntax that you can use to build logic on top of computer vision…

Supervision, reusable computer vision utilities launched on October 6, 2023 with 5 votes, #1,683 of 4,393 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 3 years on.

What it does

We write your reusable computer vision tools. 💜. Contribute to roboflow/supervision development by creating an account on GitHub.

In the maker’s words, at launch

supervision is a Python package with tools for building computer vision applications. With supervision, you can: - Load and filter predictions from a range of state of the art models into a standard API (i.e. YOLOv8, SAM). - Annotate images and videos with bounding boxes, segmentation masks, and more. - Calculate…

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