RegionProxy
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YiF-Zhang
[CVPR22] Official codebase of Semantic Segmentation by Early Region Proxy.
Hello, author. I ran your open-source code on the Cityscapes dataset in my single GPU (3080Ti) environment, and the program ran smoothly. Since the paper used 8 GPUs, and I...
Hi,YiF: i'm trying to reproduce the result of RegProxy ViT-S/16 on ade20k. Following instruction in readme and use the correct pretrain checkpoint, I found the result is 46.22 on 80k...
Hello, First of all, thank you for your work on RegionProxy. It has been quite helpful. I have a question regarding the FLOPs reported for the ViT-Small model in your...
Where exactly do we pass the region embeddings as tokens to the transformer encoder? All I can see is that the token and affinity both are defined at decoder head
**1、 About h,w** The sentence "(Hh) × (W w) matches the size of the output segmentation map and (h, w) is the relative stride of the initial token gird" in...
Hi, YIF@YiF-Zhang If my dataset is 512*512 resolution, how can I use the pretrained model? Can the pre-trained model at 224 or 384 resolution be used directly?
Dear authors, Thanks for sharing your great work. I want to know how to visualize the regions as shown in Fig.6, and Fig 8. Can you release the code? Thanks
Hi,YiF.Based on your open source code, I implemented an unofficial implementation of RegionProxy based only on Pytorch.This is the link of it[https://github.com/wanghr-git/RegionProxy](url).Can you check it for correctness if you have...
And one token serves as one region **_s_**? As a consequence, there are H × W region **_s_** in H × W grids? Thanks for your source code for implementation!
