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feat: 초기 프로젝트 구조 추가

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Kim Min Jae
2026-06-10 16:18:41 +09:00
parent 5d985560c5
commit a48a4b5fe5
100 changed files with 10530 additions and 0 deletions
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utils/ai/runs/train/results.csv Normal file
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epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
1,0.455317,2.31474,4.08107,2.28289,0.02041,1,0.4975,0.04975,3.2799,4.23304,3.16176,0,0,0
2,0.862726,2.30536,4.11057,2.05367,0.02041,1,0.4975,0.04975,3.26087,4.28545,3.03613,1.0025e-05,1.0025e-05,1.0025e-05
3,1.1759,2.77566,3.95724,3.15328,0.02083,1,0.4975,0.04975,3.25368,4.2721,3.07091,1.51e-05,1.51e-05,1.51e-05
4,1.48949,1.89878,3.81945,2.43286,0.02041,1,0.4975,0.04975,3.22409,4.21402,3.13953,1.5225e-05,1.5225e-05,1.5225e-05
5,1.80265,2.28623,4.60095,2.64542,0.02,1,0.4975,0.04975,3.17688,4.12774,3.17531,1.04e-05,1.04e-05,1.04e-05
1 epoch time train/box_loss train/cls_loss train/dfl_loss metrics/precision(B) metrics/recall(B) metrics/mAP50(B) metrics/mAP50-95(B) val/box_loss val/cls_loss val/dfl_loss lr/pg0 lr/pg1 lr/pg2
2 1 0.455317 2.31474 4.08107 2.28289 0.02041 1 0.4975 0.04975 3.2799 4.23304 3.16176 0 0 0
3 2 0.862726 2.30536 4.11057 2.05367 0.02041 1 0.4975 0.04975 3.26087 4.28545 3.03613 1.0025e-05 1.0025e-05 1.0025e-05
4 3 1.1759 2.77566 3.95724 3.15328 0.02083 1 0.4975 0.04975 3.25368 4.2721 3.07091 1.51e-05 1.51e-05 1.51e-05
5 4 1.48949 1.89878 3.81945 2.43286 0.02041 1 0.4975 0.04975 3.22409 4.21402 3.13953 1.5225e-05 1.5225e-05 1.5225e-05
6 5 1.80265 2.28623 4.60095 2.64542 0.02 1 0.4975 0.04975 3.17688 4.12774 3.17531 1.04e-05 1.04e-05 1.04e-05