YOLO Person-Detection Pattern 04 — Aperture Static (Digital PNG Pack)
$9.99
Tuned against a specific detector — not a generic graphic.
Tested against
| Vision model | Target shift rate | Patch scale | Tested |
|---|---|---|---|
| YOLOv5su person | 61% | — | 2026-06-30 |
| YOLOv8n person transfer | 48% | — | 2026-06-30 |
Goal: suppression. Method: tripatch-inspired-label-targeted-overlay.
Format: Digital PNG pack
Validation: YOLOv5su scale 0.60: target shifts 169/279, mean case AP50 0.3685. YOLOv8n transfer scale 0.60: target shifts 134/279, mean case AP50 0.3982.
Limit: Software-overlay validation only; physical-world performance depends on print quality, size, placement, lighting, camera, distance, and detector.
Aperture Static is a V0 Dazzlepatch design: a bright, open static field retained as the fourth measured candidate in the initial release set.
The pack includes 512, 1024, 2048, and 4096 px PNGs, a 24 cm / 300 DPI print file, and the evidence JSON used for this release.
- YOLOv5su scale 0.60 software overlay: target shifts in 169 of 279 labeled cases; mean case AP50 0.3685.
- YOLOv8n transfer scale 0.60 software overlay: target shifts in 134 of 279 labeled cases; mean case AP50 0.3982.
- Claim status: software-tested, literature-derived candidate design. Physical-world performance is not guaranteed.
Source research: Yan et al., Transferable Physical-World Adversarial Patches Against Pedestrian Detection Models (2026) - TriPatch method reference