Create README.md
Browse files- yolo11n_10GB/README.md +45 -0
yolo11n_10GB/README.md
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Model is trained on subset of Hagridv2 dataset, which is avaliable (here 🤗)[https://huggingface.co/datasets/testdummyvt/hagRIDv2_512px_10GB].
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### Performance on testset of 3400 images:
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```bash
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Class Images Instances Box(P R mAP50 mAP50-95)
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all 3400 5411 0.99 0.991 0.994 0.876
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call 100 100 0.985 1 0.995 0.845
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dislike 100 100 1 0.999 0.995 0.876
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fist 100 100 0.996 1 0.995 0.856
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four 100 100 0.976 0.99 0.995 0.911
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grabbing 100 100 0.987 1 0.995 0.894
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grip 100 100 0.99 0.984 0.995 0.855
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hand_heart 100 300 0.999 0.99 0.995 0.878
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hand_heart2 100 300 0.989 1 0.991 0.849
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holy 100 300 0.995 0.997 0.995 0.787
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like 100 100 0.99 0.982 0.989 0.845
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little_finger 100 100 0.987 1 0.995 0.89
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middle_finger 100 100 0.99 0.961 0.993 0.859
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mute 100 100 0.997 1 0.995 0.855
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xsign 686 711 0.951 0.924 0.982 0.768
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ok 100 100 0.986 0.98 0.988 0.897
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one 100 100 0.973 0.99 0.994 0.886
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palm 100 100 1 0.998 0.995 0.94
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peace 100 100 0.985 0.99 0.995 0.868
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peace_inverted 100 100 0.997 1 0.995 0.848
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point 100 100 0.97 0.984 0.993 0.845
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rock 100 100 0.999 0.99 0.994 0.873
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stop 100 100 0.996 1 0.995 0.896
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stop_inverted 100 100 0.985 1 0.995 0.895
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take_picture 100 300 0.999 1 0.995 0.913
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three 100 100 0.979 0.953 0.989 0.866
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three2 100 100 0.997 1 0.995 0.922
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three3 100 100 0.996 1 0.995 0.904
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three_gun 100 100 0.991 1 0.995 0.901
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thumb_index 100 100 0.995 1 0.995 0.9
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thumb_index2 100 300 0.995 1 0.995 0.946
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timeout 100 300 0.995 1 0.995 0.819
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two_up 100 100 0.99 0.997 0.992 0.89
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two_up_inverted 100 100 1 0.995 0.995 0.882
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no_gesture 100 300 0.999 1 0.995 0.911
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```
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