Shoplifting Detection — Video or Image

Mode

Video Image

Upload video (mp4...)

Recipient email (to) — leave empty to disable email

Confidence threshold

0.01 1

Confirmation threshold

0.01 1

Using MODEL_PATH (static): /home/user/app/best.pt

Note: SMTP / OpenRouter API key are read from env vars if set.

Status

Annotated video (final)

Suspicious frames (click to preview)

CSV Log

Live detected frame (real-time)