BasesHomo
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megvii-research
The official PyTorch implementation of the paper "Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection".
I have two questions: 1. When training with multiple GPUs, it seems that self.genbasis cannot be copied to all GPUs. 2. My loss only decreased in the first 5K iterations,...
Question1: Based on the requirements said in README, you guys use pytorch1.1.0 to train the model, and based on the paper you guys use 2080ti gpu. But when I tried...
Hello. I would like to ask if there is no error in the geometricDistance function. The function is: ``` def geometricDistance(correspondence, flow): flow = flow.permute(1, 2, 0).cpu().detach().numpy() p1 = correspondence[0]...
Hello, when I read your program, I seem to have lost a part, which is the part in the following figure 
After I reset the environment according to "Requirements", this line of code was misaligned, and when I changed "axis" to "dim" the program worked fine. 
img1 img2 are called before they are defined. data1,data2->img1 img2? 
Hi, thank you very much for releasing the code for the BasesHomo. I am working on novel architectures for multi-homography based alignment and was hoping get access to a reference...
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The official PyTorch implementation of the paper "Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection".