SGDepth
deep-video-mvs
| SGDepth | deep-video-mvs | |
|---|---|---|
| - | 1 | |
| 194 | 205 | |
| 0.0% | - | |
| 1.8 | 0.0 | |
| about 3 years ago | almost 3 years ago | |
| Python | Python | |
| MIT License | MIT License |
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SGDepth
We haven't tracked posts mentioning SGDepth yet.
Tracking mentions began in Dec 2020.
deep-video-mvs
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helpful pointers to state-of-the-art material for depth estimation from multi-view videos captured from cameras with arbitrary poses.
If deep learning is an option, then you might want to check out http://zak.murez.com/atlas/, https://zju3dv.github.io/neuralrecon/, https://github.com/ardaduz/deep-video-mvs and the references therein. These methods can be better than classical ones, especially if overfitted on a specific type of scene.
What are some alternatives?
jiant - jiant is an nlp toolkit
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
merged_depth - Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
nerf-pytorch - A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
YOLOP - You Only Look Once for Panopitic Driving Perception.（MIR2022）
STEPS - This is the official repository for ICRA-2023 paper "STEPS: Joint Self-supervised Nighttime Image Enhancement and Depth Estimation"
OpenSeeFace - Robust realtime face and facial landmark tracking on CPU with Unity integration
simplerecon - [ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions
OpenMVG (open Multiple View Geometry) - open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
BundleFusion - [Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
ACMMP - Multi-Scale Geometric Consistency Guided and Planar Prior Assisted Multi-View Stereo (TPAMI 2022)