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训练的模型测试只有66.9%的mAP #20

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PanffeeReal opened this issue Nov 26, 2021 · 2 comments
Open

训练的模型测试只有66.9%的mAP #20

PanffeeReal opened this issue Nov 26, 2021 · 2 comments

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@PanffeeReal
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我使用ResNet50预训练模型在PASCOVOC数据集上训练,但测试时只得到了66.9%的mAP.
使用博主网盘公布的训练后的模型参数去测试,可以达到博主公布的mAP值。。。
想请教一下这种情况该从哪些方面去寻找问题的原因呢?
感谢!!!!

@zhenghao977
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@PanffeeReal 不同的图像分辨率,batch size对最终的结果影响都很大,可以检查是否更改了这些指标

@shawnfd
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shawnfd commented Jan 19, 2022

Hi,PanffeeReal.
you may check the issule #24

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