yolo-vietnamese-id-detection – AI Model by dathuynh1108 | AlphaNeural AI

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dathuynh1108/
yolo-vietnamese-id-detection

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object-detection

vietnamese-id-card

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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`