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感觉相同的confidence score与IOU threshold下人识别的效果不如通用的YOLOv3。。。 about pedestrian-detection-on-yolov3_research-and-app HOT 3 CLOSED

zyjacya-in-love avatar zyjacya-in-love commented on June 14, 2024
感觉相同的confidence score与IOU threshold下人识别的效果不如通用的YOLOv3。。。

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Zyjacya-In-love avatar Zyjacya-In-love commented on June 14, 2024

是的,https://github.com/qqwweee/keras-yolo3 这份 Keras 实现的 YOLOv3 的精度基本没有其他版本的高;但是代码写的易读,方便学习 YOLOv3 的具体网络结构设计和各层实现。

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JohnnyHopp avatar JohnnyHopp commented on June 14, 2024

是的,https://github.com/qqwweee/keras-yolo3 这份 Keras 实现的 YOLOv3 的精度基本没有其他版本的高;但是代码写的易读,方便学习 YOLOv3 的具体网络结构设计和各层实现。

谢谢,还是很不错的尝试!有一个疑问就是,如果相同YOLO模型设计下,只用人的class来训练的话,能达到比通用YOLO检测人更高的精度吗?或者您这边有什么其他的repo或他人的比较结果可供参考下吗?

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Zyjacya-In-love avatar Zyjacya-In-love commented on June 14, 2024

是的,https://github.com/qqwweee/keras-yolo3 这份 Keras 实现的 YOLOv3 的精度基本没有其他版本的高;但是代码写的易读,方便学习 YOLOv3 的具体网络结构设计和各层实现。

谢谢,还是很不错的尝试!有一个疑问就是,如果相同YOLO模型设计下,只用人的class来训练的话,能达到比通用YOLO检测人更高的精度吗?或者您这边有什么其他的repo或他人的比较结果可供参考下吗?

很遗憾,我没有尝试过在相同数据集下测试这个事情,没法下判断;然后我这也没有其他人的结果可以提供。

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