Midv720 2021 May 2026

The most common use case. By studying the "Presentation Attack" videos (replays/prints), AI models learn to distinguish a real plastic ID from a screen or paper fake. The 2021 dataset is unique because it includes moiré patterns—the wavy lines that appear when filming a screen—which are a dead giveaway of a replay attack.

| Item | Qty | |------|-----| | MidV720 2021 camera unit | 1 | | USB‑C to USB‑A cable (2 m) | 1 | | PoE‑injector (48 V) | 1 | | Magnetic mount & tripod adapter | 1 | | IR‑LED add‑on (optional) | 1 | | Quick‑start guide & warranty card | 1 | | Calibration stickers (for mounting) | 2 | midv720 2021

  "filename": "0001.jpg",
  "class": "passport",
  "quad": [[x1,y1],[x2,y2],[x3,y3],[x4,y4]],
  "fields": 
    "name": "John Doe",
    "dob": "1990-01-01",
    "id_number": "X1234567"
  ,
  "photo_bbox": [x,y,w,h]