Popular GitHub Repositories for Spherical Panoramas

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

Intrinsic3D - High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting (ICCV 2017)

The official implementation for "Spherical Transformer for LiDAR-based 3D Recognition" (CVPR 2023).

Differentiable and accelerated spherical transforms with JAX

[NeurIPS 2019] Spherical Text Embedding

[AAAI 2021] EMLight: Lighting Estimation via Spherical Distribution Approximation, [TIP] GMLight: Lighting Estimation via Geometric Distribution Approximation

DeepSphere: a graph-based spherical CNN (PyTorch)

A spherical convolutional neural network for cosmology (TFv1).

This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022

Code accompanying the paper "Spherical View Synthesis for Self-Supervised 360 Depth Estimation", 3DV 2019

SPHARM-Net: Spherical Harmonics-based Convolutional Neural Network

Code and models for "Pano3D: A Holistic Benchmark and a Solid Baseline for 360 Depth Estimation", OmniCV Workshop @ CVPR21.

A spherical CNN for weather forecasting

Deep Lighting Environment Map Estimation from Spherical Panoramas (CVPRW20)

Official implementation of Balanced Spherical Grid for Egocentric View Synthesis (CVPR 2023)

Master's project implementing depth estimation for spherical images using unsupervised learning with CNNs.

Code for the paper "Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior" https://arxiv.org/abs/2206.03858 Accepted to NeurIPS 2022!

[NeurIPS2023] PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas(or 360-degree image)

Code and models for "PanoDR: Spherical Panorama Diminished Reality for Indoor Scenes" presented at the OmniCV workshop of CVPR21.

[TIV 2024] PyTorch implementation of FlowLens (https://arxiv.org/pdf/2211.11293)