depthai
DepthAI Python API utilities, examples, and tutorials. (by luxonis)
ACMMP
Multi-Scale Geometric Consistency Guided and Planar Prior Assisted Multi-View Stereo (TPAMI 2022) (by GhiXu)
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
depthai
Posts with mentions or reviews of depthai.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-20.
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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.
ah, good call-out. Luxonis' DepthAI has solid resources for this here: https://github.com/luxonis/depthai/issues/173 DepthAI runs neural inference on stereo to produce a depth map (among doing other things too)
ACMMP
Posts with mentions or reviews of ACMMP.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-20.
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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.
That said, for classical 3D reconstruction from images, COLMAP is by far the best method in terms of usability - performances tradeoff. You can get something a bit better (such as https://github.com/GhiXu/ACMMP), but it is not very user-friendly.
What are some alternatives?
When comparing depthai and ACMMP you can also consider the following projects:
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
BundleFusion - [Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration
nerf-pytorch - A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
OpenMVG (open Multiple View Geometry) - open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
SiftGPU
deep-video-mvs - Code for "DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion" (CVPR 2021)