CleverCam Labeler

Sign in to review detections

frame to review

Boxes are model guesses — fix them. Tap a box or a crop below to select · tap a class to change it · drag to move/resize · ＋ Add box then drag on the image.

Reviewer dashboard

Stream coverage

Reviewers — tap “Review” to sample a reviewer's labels at random

Review accuracy — from your Correct/Wrong calls on each reviewer's labels

Labels collected

Classifier progress — auto-retrains every ~500 labels; vs the VLM+detector ensemble baseline

Add reviewer

Reviewing random