Every box has a source.
Explore recorded bounding-box predictions on real photographs of 3D-printed insect toys. Compare models, inspect confidence and coordinates, and follow each image back to its immutable evidence leaf.
Detection workbench
Toggle the model layer, choose a photo, and select any box for its source identity.
Inspect, then contest.
Every published image and model proposal is bound to a source file hash. The viewer recomputes the derivative image and detection catalog digests when requested. Distinct hashes identify exact content; they do not establish accuracy or ownership of third-party models.
- Source image SHA-256
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- Recorded prediction data
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- Published graph root
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- License / origin
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Two existing toy-photograph model comparisons, recorded YOLOE and OWLv2 boxes, a recorded ORDER classifier on some OWLv2 proposals, exact-byte image/source relationships and a human-inspectable interface. No detector weights are served; no new inference runs in the browser.
What remains unknownNo expert-confirmed taxonomy or independent accuracy benchmark for these images, no calibrated live-webcam pipeline at this website, no evidence that a robot recovered any specimen, and no new signed/Merkle Mountain Range commitment. Ultralytics weights and OWLv2 have separate upstream terms.
Remix the camera-intake protocol ↗