Commit
β’
dfae973
1
Parent(s):
e4eefda
Added files
Browse files- manga109.yaml +9 -0
- train_log.txt +25 -0
- weights/README.md +3 -0
- weights/best.pt +3 -0
- weights/last.pt +3 -0
manga109.yaml
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names:
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0: frame
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1: face
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2: body
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3: text
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path: ../datasets/manga109
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test: null
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train: images/train
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val: images/train
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train_log.txt
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Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
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1/3 2.56G 1.26 1.267 1.016 122 640: 100%|ββββββββββ| 533/533 [01:08<00:00, 7.75it/s]^
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Class Images Instances Box(P R mAP50 mAP50-95): 100%|ββββββββββ| 267/267 [01:07<00:00, 3.93it/s]
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all 8519 114053 0.97 0.282 0.306 0.216
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Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
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2/3 3.36G 1.001 0.7182 0.9132 154 640: 100%|ββββββββββ| 533/533 [00:59<00:00, 8.92it/s]
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Class Images Instances Box(P R mAP50 mAP50-95): 100%|ββββββββββ| 267/267 [01:07<00:00, 3.93it/s] all 8519 114053 0.969 0.288 0.31 0.225
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Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
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3/3 3.37G 0.9513 0.6483 0.9023 127 640: 100%|ββββββββββ| 533/533 [00:59<00:00, 8.93it/s]
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Class Images Instances Box(P R mAP50 mAP50-95): 100%|ββββββββββ| 267/267 [01:21<00:00, 3.28it/s]
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all 8519 114053 0.973 0.294 0.323 0.233
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3 epochs completed in 0.116 hours.
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Optimizer stripped from runs/detect/train3/weights/last.pt, 6.2MB Optimizer stripped from runs/detect/train3/weights/best.pt, 6.2MB
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Validating runs/detect/train3/weights/best.pt...
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Ultralytics YOLOv8.0.120 π Python-3.9.7 torch-2.0.0+cu118 CUDA:0 (NVIDIA GeForce RTX 3090, 24265MiB)
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Model summary (fused): 168 layers, 3006428 parameters, 0 gradients
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Class Images Instances Box(P R mAP50 mAP50-95): 100%|ββββββββββ| 267/267 [01:19<00:00, 3.37it/s]
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all 8519 114053 0.973 0.294 0.323 0.233
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frame 8519 36 1 0 0.000451 0.000198
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body 8519 403 1 0 0.0344 0.0144
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text 8519 113614 0.919 0.882 0.933 0.686
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Speed: 0.1ms preprocess, 0.4ms inference, 0.0ms loss, 1.0ms postprocess per image
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weights/README.md
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yolov8 3epoch training
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TODO: data augmentation, train result check
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weights/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:10e3090dc0b887a2a795a69ce69441b4051fabec43e62d4a4b32d196cad19c6e
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size 6229166
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weights/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e3a27fcc2c2394ab27786eed38b07fcbabfa06983554e430fc9dd5240f5aa80a
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size 6229166
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