PPE compliance detection

Find missing protective equipment in a photo.

A real object-detection model — DETR, fine-tuned on the CPPE-5 dataset — finds coveralls, face shields, gloves, goggles, and masks in an image and draws a box around each. PPE detection is one of the most widely deployed computer-vision use cases in industrial and clinical safety today; this is the same underlying pattern. Use a photo, or turn on your camera for continuous analysis of a live feed.

Fine-tuned checkpoint and dataset are both openly published (see /models/README.md). ~43 MB first run only, self-hosted from this site — no third-party model host is queried.

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Find missing protective equipment in a photo.

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Have a problem worth getting right?