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Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.

Results 33 HorizonNet issues
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Hello,when training, in order to get the finetuned model, what's the meaning of "Finetuned on finetune_general/ 66 images"? I just want to know the process of training and validation,can you...

Added the ability to save the Point Cloud Data to a .ply file

I have tried to train this model with my own custom dataset but the following is the error I encountered. The format of the dataset followed the one from the...

How can I tweak this to support non-2x1 panorama sizes? That is, 360 degrees yaw but not 180 (~150) degrees pitch?

I have noticed you have mentioned that it takes four hours to finish the training on three NVIDIA GTX 1080 Ti GPUs. However, you do not describe how to train...

Hello, I want to say thank you for your brilliant work, but I need some help with it. This is what I got after inferences and I projected the UV...

Added the multiprocessing module to leverage available CPU cores for a faster execution. Tested on a 16 core 12th Gen i5 processor with the base preprocess.py script and the multiprocessing...

1. Adding environment.yml for better dependency handling. 2. Updating the code such that it can run on Multiple GPUs at once or specified CUDA capable device 3. Implemented automatic mixed...

I want to save the generated model as an .obj + .mtl file and import it into Blender. May I ask which UV coordinate values to pass in? if args.vis:...