| { |
| "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 |
| } |
| } |
| } |
| } |
