About testing model's performance

[XiaoqiangZhou]

Hi,
Could you please provide the testing code of calculating mAcc? I re-train a model based on your design but on a different dataset. I want to evaluate the performance.
Thanks~

[steven413d]

Hi, the metric I used is overall per-pixel accuracy. It is the percent of pixels in the target image that is classified correctly. It is easy to implement.

[XiaoqiangZhou]

Thanks for your reply~ I have retrained the model based on different train/test split. The performance is similar, Overall Acc=93.7, and miou = 79.2.

I will colse this issue and the other one.
Thanks~

[Ha0Tang]

@XiaoqiangZhou can you provide code to calculate Acc and mIoU?

[Ha0Tang]

Now I got

miou: 0.7905515417320962
acc: 0.9342066654064838