{
 "app": "neat-change-studio",
 "version": 2,
 "family": "dinov2",
 "models": {
  "dinov2-448": {
   "title": "DINOv2 448",
   "about": "Zero-shot: finds what changed by comparing DINOv2 features of the two photos, with no change-detection training.",
   "path": "dinov2-448",
   "family": "dinov2",
   "precision": "BF16",
   "latency_ms": 24.5,
   "accuracy": {
    "changes_found": "28 / 47",
    "pixel_f1": 0.614,
    "false_alarm_pairs": "2 / 15"
   },
   "card": {
    "model": "DINOv2 ViT-S/14 with registers (Meta)",
    "architecture": "Vision Transformer ViT-S/14 with 4 registers; used zero-shot, no change-detection training",
    "input": "one 448x448 RGB image -> 32x32 patches",
    "upstream": "facebookresearch/dinov2",
    "license": "Apache-2.0"
   },
   "files": [
    {
     "name": "dinov2_vits14_reg_448_bf16_mpk.tar.gz",
     "bytes": 76918681,
     "sha256": "b35dbe2a9b0f8959628b6864d40c39a3188a109678dcbb9965ff737ab49cc2ad"
    }
   ],
   "input": {
    "size": 448,
    "images": 1
   }
  }
 }
}