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Muggled DPT: Depth estimation without the magic
🌎→🗾Equirectangular (360/panoramic) image processing library for Python with minimal dependencies only using Numpy and PyTorch
[T-ITS 2023] PanoFlow: Learning Optical Flow for Panoramic Images
[CVPR 2024 Highlight] Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching
PyTorch implementation of FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models (CVPR-2024)
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
Code for Self-Assessed Generation and CVPR2024 PAPER ADFACTORY
[CVPR2024] The official implementation of "MoCha-Stereo: Motif Channel Attention Network for Stereo Matching”.
[CVPR 2024] Neural Markov Random Field for Stereo Matching
[ECCV 2024] LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow
IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching
a reimplementation of PWC-Net in PyTorch that matches the official Caffe version
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Official MegEngine implementation of CREStereo(CVPR 2022 Oral).
[ECCV2024 - Oral, Best Paper Award Candidate] SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow
Unofficial python implementation for "torch.nn.grid_sample"
The implementation of the BMVC 2021 paper 360 Optical Flow using Tangent Images.
Simple helper functions to quickly implement simple 4d convolutions derived from pvjosue's convNd implementation that can be found at https://github.com/pvjosue/pytorch_convNd
Functional N-dimensional convolution in Pytorch, recursively calling convNd until reaching conv3d.
Implementation of Conv4d for PyTorch
Code for our paper RomniStereo: Recurrent Omnidirectional Stereo Matching (IEEE RA-L)
Changhee Won, Jongbin Ryu and Jongwoo Lim "End-to-End Learning for Omnidirectional Stereo Matching with Uncertainty Prior", in TPAMI (ICCV 19)
Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.
[ICCV 2023] ELFNet: Evidential Local-global Fusion for Stereo Matching
A curated list of awesome Deep Stereo Matching resources