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# Note | ||
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The absence of ultra-close range annotations in the training dataset results in a significant decrease in recognition rate at close distances of a few tens of centimeters. Instead, it detects very strongly at medium to long range. It is much more resistant to blurring than past lightweight models. There is a bit too much over-detection, but it would be possible to exclude useless detection results when combined with the lightweight and robust skeletal detection of the bottom-up approach. | ||
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``` | ||
USB Camera: 640x480 | ||
Score threshold: 0.50 | ||
IoU threshold: 0.05 | ||
``` | ||
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https://github.com/PINTO0309/PINTO_model_zoo/assets/33194443/136b892d-a59b-4493-9b99-02d40609db49 | ||
- M size | ||
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https://github.com/PINTO0309/PINTO_model_zoo/assets/33194443/94664116-ea56-416d-ad54-d43ef85c10d1 | ||
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- N size | ||
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https://github.com/PINTO0309/PINTO_model_zoo/assets/33194443/4a1b4d95-0213-4036-abd3-95335181c112 | ||
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![image](https://github.com/PINTO0309/PINTO_model_zoo/assets/33194443/489b0a47-740d-4063-9992-d1b648220c23) |