Agentic Auto-Annotation

See it, name it, box it.

Foveo proposes bounding boxes the moment you upload, then a second agent tightens every edge and throws out the noise — so your labels are clean before you've touched a mouse.

Upload an image, list the objects you care about, and Foveo runs a two-stage agentic pass — propose, then refine — streaming each box to your canvas in real time.

Drop an image or browse
jpg · png · webp · gif
0.35
Idle — upload an image to begin.
Propose

Fast first pass.

A host detection agent draws candidate boxes for every label you name.

agy · Ultra sub · no API cost
Refine

Precision critique.

A Claude pass tightens loose boxes, drops duplicates, flags clipped or occluded objects.

claude-sonnet-4-5
Validate

Coordinates you can trust.

Confidence scores, a per-run report, and exportable pixel-exact coordinates.

pixel-exact