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Zhigang Jiang's Projects

atlantanet icon atlantanet

Pytorch implementation of the ECCV 2020 paper: AtlantaNet: Inferring the 3D Indoor Layout from a Single 360 Image beyond the Manhattan World Assumption

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cube2equirect icon cube2equirect

Converts Cubemap image sets to an Equirectangular projection image

dula-net icon dula-net

Pytorch demo code of our CVPR 2019 paper: DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama

enzynet icon enzynet

EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation

horizonnet icon horizonnet

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

led2-net icon led2-net

CVPR 2021 Oral paper "LED2-Net: Monocular 360˚ Layout Estimation via Differentiable Depth Rendering" official PyTorch implementation.

lgt-net icon lgt-net

This is PyTorch implementation of our paper "LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer Network".(CVPR'22)

libcube2cyl icon libcube2cyl

A C/C++ panoramic lib, cubic to cylindrical projection conversion, create a panorama from 6 square images.

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