HRFormer
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HRNet
[ NeurIPS2021] This is an official implementation of our paper "HRFormer: High-Resolution Transformer for Dense Prediction".
in the segmentation folder -> segmentation_val/segmentor/tester.py line183 ```python def __relabel(self, label_map): height, width = label_map.shape label_dst = np.zeros((height, width), dtype=np.uint8) for i in range(self.configer.get('data', 'num_classes')): label_dst[label_map == i] = self.configer.get('data',...
Hi, When I installed mmpose in this repo, I found there is no `mmpose/version.py` file. ``` Traceback (most recent call last): File "", line 1, in File "/home/chenshoufa/workspace/HRFormer/pose/setup.py", line 105,...
What is the inference speed for e.g. semantic segmentation using 1024x1024 (referring to table 5)? Measured on GPU of your choice, just to get a feeling?
I ran the run_flops.dist and got the warnings below: WARNING:root:Skipped operation aten::layer_norm 76 time(s) WARNING:root:Skipped operation aten::mul_ 152 time(s) WARNING:root:Skipped operation aten::gelu 114 time(s) WARNING:root:Skipped operation aten::upsample_nearest2d 22 time(s) WARNING:root:Skipped...
Thank you for sharing your work. I have some problem running it, and I suspect it may be a version inconsistency problem. So what are the **specific version** numbers of...
Could you provide some results to demonstrate the performance gain when adding the OCR module on semantic segmentation tasks? Due to the wide usage of self-attention in backbone, is it...
Hi, thank you for your great work. The number of FLOPs and the numbers of parameters are less than Swin Transformer, however the training time of HRFormer is at least...
Can convert HRFormer backbone into TensorRT? I want to speed it, but the structure is so complex, especially 'class MHA_(MultiheadAttention)', can you give some advice?
Hard to read. I have to open tens of .py and a script files, reading from main.py to hrt.py to xx.py, then i found i have to refer configuration from...
