rcd
DETR (7h3cyb3rm0nk/rcd) fine-tuned on RDD2022 for 4 road-damage classes.
Labels
| id | class |
|---|---|
| 0 | longitudinal_crack |
| 1 | transverse_crack |
| 2 | alligator_crack |
| 3 | pothole |
Training
- dataset:
dronefreak/RDD2022(5000 train / 800 val images) - epochs: 20, batch size: 4, lr: 5e-05, seed: 42
- input size: shortest edge 640 / longest edge 1024
- precision: bf16
Validation (subset of 800 images)
| metric | value |
|---|---|
| mAP@0.5 | 0.032 |
| mAP@[.5:.95] | 0.009 |
Uploaded as version rdd2022-detr-20ep-20261022-043741 on 2026-10-22 04:37 UTC.
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