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sunset1995

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

Python · 372 stars

Beginner friendly Everything

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The Download links for the models and datasets are not working Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

sunset1995/HorizonNet#54 · Opened Feb 18, 2026
Meet with some problems when executing the pre-processing command Open

Difficulty 2/5 1-3 hours Newbie friendliness 30/100

sunset1995/HorizonNet#52 · Opened Oct 15, 2024
The download link of PanoContext/Stanford2D3D is no longer vaild Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

sunset1995/HorizonNet#51 · 8 reactions · Opened May 7, 2024
The download links of pretrained models are no longer valid Open

Difficulty 2/5 1-3 hours Newbie friendliness 38/100

sunset1995/HorizonNet#49 · 5 comments · Opened Feb 27, 2024
The prediction is slightly different with the visualization result Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

sunset1995/HorizonNet#48 · Opened Jan 25, 2024
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? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

sunset1995/HorizonNet#43 · Opened Jul 4, 2023
max of 4 walls to model Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

sunset1995/HorizonNet#41 · Opened May 25, 2022
AssertionError: Torch not compiled with CUDA enabled Open

Difficulty 3/5 1-2 days Newbie friendliness 18/100

sunset1995/HorizonNet#38 · Opened Nov 8, 2021
Missing model weights Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

sunset1995/HorizonNet#37 · Opened Sep 28, 2021
Why z0 is set to be 50? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

sunset1995/HorizonNet#36 · 2 comments · Opened Aug 18, 2021
Point Cloud Registration Open

Difficulty 5/5 Over a week Newbie friendliness 18/100

sunset1995/HorizonNet#33 · Opened Mar 22, 2021
Need output as .gltf format Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

sunset1995/HorizonNet#32 · 1 comment · Opened Mar 16, 2021
Getting error while training the model Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

sunset1995/HorizonNet#30 · 1 reaction · Opened Jan 24, 2021
release resnet50_rnn__mp3d.pth Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

sunset1995/HorizonNet#29 · Opened Jan 9, 2021
Is it possible to translate the coordinates of a point from point cloud to the coordinates of the same point in the panorama? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

sunset1995/HorizonNet#27 · Opened Jun 2, 2020
Question about ordering corner coordinates Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

sunset1995/HorizonNet#26 · Opened May 9, 2020
the result seems to be inversed Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

sunset1995/HorizonNet#24 · 2 comments · Opened Feb 9, 2020
If inferenced on the non-rectified image (no preprocessing but the wall in the image is vertical), the corners are not correct Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

sunset1995/HorizonNet#22 · 6 comments · Opened Feb 7, 2020
Error in inference.py Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

sunset1995/HorizonNet#21 · Opened Jan 21, 2020
Multiple pano images? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

sunset1995/HorizonNet#16 · 1 comment · Opened Oct 14, 2019
How to estimate room dimensions from reconstructed layout? Open

question

Difficulty 5/5 Over a week Newbie friendliness 20/100

sunset1995/HorizonNet#15 · 4 comments · Opened Oct 1, 2019
finetune model Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

sunset1995/HorizonNet#12 · 2 comments · Opened Aug 27, 2019
is there some model adjustment in it? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

sunset1995/HorizonNet#11 · 8 comments · Opened Aug 23, 2019
Finetuned model Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

sunset1995/HorizonNet#10 · 7 comments · Opened Aug 12, 2019
Assertion Error while training with custom datasets Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

sunset1995/HorizonNet#8 · 4 comments · Opened Jul 29, 2019
Non-2x1 images Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

sunset1995/HorizonNet#6 · 1 comment · Opened Jul 10, 2019
are there any tutorials / guidelines for sperical projection Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

sunset1995/HorizonNet#5 · 2 comments · Opened Jun 28, 2019
How to train the network in three GPUs Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

sunset1995/HorizonNet#3 · 1 comment · Opened Apr 12, 2019

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