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zbyuan avatar zbyuan commented on July 30, 2024

参考这个:https://blog.csdn.net/qq_34795071/article/details/90769094

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deep-practice avatar deep-practice commented on July 30, 2024

数据集里面是不是不能包含没有目标的图片?

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tanluren avatar tanluren commented on July 30, 2024

可以包含,即有image没label文件,但train.txt要指定所有image的路径,你上面的错误很可能是train.txt为空

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deep-practice avatar deep-practice commented on July 30, 2024

train.txt为空,怎么会跑完一轮呢
我里面image存在,但label为空的情况,即背景图片,按照pj给的代码生成的

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deep-practice avatar deep-practice commented on July 30, 2024

但是想不明白为什么第一轮有数据,第二轮就全部变为0了

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tanluren avatar tanluren commented on July 30, 2024

嗯,是我没看仔细。但问题还是差不多,你去到test那一步了,测试集读取为空,构建dataset失败, 你看看你的test.txt里面是不是空的,或者图片是否符合以下格式:'.bmp', '.jpg', '.jpeg', '.png', '.tif'

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deep-practice avatar deep-practice commented on July 30, 2024

@tanluren 你提到test.txt 我想应该是这个问题了 之前数据少 就全部拿去训练了 用这个项目跑的模型 拿到原版去运行会有精度损失吗

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tanluren avatar tanluren commented on July 30, 2024

源码的推理计算和u版有点不一样,具体差异未研究。源码训练的weights可以直接在u用,但u转化后的weights在源码跑的置信度偏低,但框是准的。目前解决方法是拿到源码稍微微调一下就正常了

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fraduq avatar fraduq commented on July 30, 2024

Has your problem been solved? I also encountered a similar problem. I would like to ask you how to solve it

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