HRNet
COCO-Stuff failure to reproduce results
Hello, could you please add more details regarding the COCO-Stuff dataset in the data/cocostuff directory?
I assume that you use COCO-Stuff-10k v.1.1, which if downloaded, only has .mat files for the annotations. I acquired the .png labels format by using the transformation found in the mmsegmentation repository. This automatically changes the label <original image name>.mat files to <original image name>_labelTrainIds.png. Nevertheless, this doesn't match the naming convention in the val.lst file. However, even if I account for the different naming convention, the mIoU and the pixel accuracy are far too low (< 1%), which clearly indicates that something is either wrong with the dataset or the model.
Based on that, could you please elaborate further on the dataset creation process you went through?
Hi, not sure if you have overcome this problem when evaluating COCOStuff dataset with HRNet here. I have also got too low mIoU (<1%) and not sure what did I do wrong here? My guess is the pretrained model or at least the model they gave is not correct but not sure.
