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AbnerHqC avatar AbnerHqC commented on August 19, 2024

您好,很抱歉我没有深入研究过segmentation方法,希望有相关经验的同学可以帮到你。

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prb2307 avatar prb2307 commented on August 19, 2024

@jcrazy1997 I have tried to extract human silhouettes through OpenCV functions but they are a bit too noisy. I am not sure how would that work for this model. If you want to use a video camera then you can use the yolo model and get the bounding boxes. After getting the bounding boxes you can apply a background subtraction method. I am not sure whether the translation I got is right ;)

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feixialong avatar feixialong commented on August 19, 2024

我使用了deeplabv3+ 方法来提取。不过,我觉得速度也挺渣

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jcrazy1997 avatar jcrazy1997 commented on August 19, 2024

deeplabv3+提取出来的效果应该挺好的,传统算法例如VIBE+虽然速度能很快,但是不同的环境很难控制只分割的效果,特别是对于多人动静态结合的环境,分割效果一般无可用可言。所以,在目前还没找到一个比较好的传统算法解决的情况下,用深度学习的方法提取应该能比较好的适应多人的情况,如果是硬件设备性能方面不是很充足,可能可以考虑用线程异步处理下,把识别结果稍微往后处理,应该也可以增强点可用性。 @feixialong

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cassiaaaaaa avatar cassiaaaaaa commented on August 19, 2024

我使用了deeplabv3+ 方法来提取。不过,我觉得速度也挺渣

请问用的是什么训练集?

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wangy-alt avatar wangy-alt commented on August 19, 2024

你们有做多人步态的吗,可以交流一下吗

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