SpotID
Camera-trap identification · Est. 2026

Tell one leopard from another,by the pattern of its spots.

Upload camera-trap photos and a deep-learning model proposes individual identities for you to confirm. Built for field researchers and conservation teams.

01

Upload

Drag-and-drop single or batch images. Background removal and edge extraction happen automatically.

02

Match

Review anchor vs. candidate pairs side-by-side. Confirm or reject with keyboard shortcuts.

03

Identify

See all leopards grouped by individual. Export CSV or download organized images.

EfficientNetV2-B2Adaptive angular marginSpot-pattern embeddings