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YOLO document detector for Vietnamese ID-card style documents.
Modellquelle
Quellenbeschreibung
YOLO document detector for Vietnamese ID-card style documents.
Quellen
1 QuelleVerifiziert 16. Sept.
Modellartefakte
11 ArtefakteQuellenauszüge
2 Auszüge
weights/best.pt: best trained YOLO checkpointweights/last.pt: last trained YOLO checkpoint, if presentdataset.yaml: YOLO dataset config used for trainingdataset_manifest.json: generated dataset counts and source pathsmetrics/results.csv: Ultralytics training metricsmetrics/args.yaml: Ultralytics training args, if present/workspace/doc-detection/runs/detect/output/yolo/cccd_yolo_full/workspace/doc-detection/datasets/merged.yoloSelected from metrics/results.csv by highest metrics/mAP50-95(B).
| metric | value |
|---|---|
epoch | 94 |
metrics/precision(B) | 0.99551 |
metrics/recall(B) | 0.99712 |
metrics/mAP50(B) | 0.99492 |
metrics/mAP50-95(B) | 0.98697 |
val/box_loss | 0.16937 |
val/cls_loss | 0.06268 |
val/dfl_loss | 0.00612 |
Last row from metrics/results.csv.
| metric | value |
|---|---|
epoch | 100 |
metrics/precision(B) | 0.99506 |
metrics/recall(B) | 0.99348 |
metrics/mAP50(B) | 0.99449 |
metrics/mAP50-95(B) | 0.98619 |
val/box_loss | 0.16679 |
val/cls_loss | 0.07207 |
val/dfl_loss | 0.00602 |
base_models/yolo26n-pose.pt
pt · 7,51 MB · SHA-256 eb3bb8268828…22a9 · Hugging Face
dkkd_detection/dkkd_yolo2/weights/best.pt
pt · 113 MB · SHA-256 76d9198ad266…5984 · Hugging Face
Herunterladenid_corner_detection/id_card_corner_detection_smoke_cpu/weights/best.pt
pt · 5,13 MB · SHA-256 1fdcb3cf29b6…2bf8 · Hugging Face
Herunterladenid_corner_detection/id_card_corner_detection_smoke_cpu/weights/last.pt
pt · 5,13 MB · SHA-256 a6a580d9bb57…3ad8 · Hugging Face
Herunterladenid_corner_pose/id_card_corner_pose_mps_candidate_416/weights/best.pt
pt · 5,63 MB · SHA-256 a9d51027c8fc…2caf · Hugging Face
Herunterladenid_corner_pose/id_card_corner_pose_mps_candidate_416/weights/last.pt
pt · 5,63 MB · SHA-256 6cf6def8d2a9…370c · Hugging Face
Herunterladenid_corner_pose/id_card_corner_pose/weights/best.pt
pt · 5,66 MB · SHA-256 82f58e4a2c55…fa3d · Hugging Face
Herunterladen--- library_name: ultralytics pipeline_tag: object-detection tags: - yolo - object-detection - vietnamese-id-card --- # dathuynh1108/yolo-vietnamese-id-detection YOLO document detector for Vietnamese ID-card style documents. ## Artifacts - `weights/best.pt`: best trained YOLO checkpoint - `weights/last.pt`: last trained YOLO checkpoint, if present - `dataset.yaml`: YOLO dataset config used for training - `dataset_manifest.json`: generated dataset counts and source paths - `metrics/results.csv`: Ultralytics training metrics - `metrics/args.yaml`: Ultralytics training args, if present ## Training Run - Run directory: `/workspace/doc-detection/runs/detect/output/yolo/cccd_yolo_full` - Dataset root: `/workspace/doc-detection/datasets/merged.yolo` ## Best Metrics Selected from `metrics/results.csv` by highest `metrics/mAP50-95(B)`. | metric | value | | --- | --- | | `epoch` | `94` | | `metrics/precision(B)` | `0.99551` | | `metrics/recall(B)` | `0.99712` | | `metrics/mAP50(B)` | `0.99492` | | `metrics/mAP50-95(B)` | `0.98697` | | `val/box_loss` | `0.16937` | | `val/cls_loss` | `0.06268` | | `val/dfl_loss` | `0.00612` | ## Final Metrics Last row from `metrics/results.csv`. | metric | value | | --- | --- | | `epoch` | `100` | | `metrics/precision(B)` | `0.99506` | | `metrics/recall(B)` | `0.99348` | | `metrics/mAP50(B)` | `0.99449` | | `metrics/mAP50-95(B)` | `0.98619` | | `val/box_loss` | `0.16679` | | `val/cls_loss` | `0.07207` | | `val/dfl_loss` | `0.00602` |
Source context: 56 downloads · 0 likes · Pipeline object-detection · Library ultralytics · Repo dathuynh1108/yolo-vietnamese-id-detection