ZoeDepth
Metric depth estimation from a single image (by isl-org)
monodepth2
[ICCV 2019] Monocular depth estimation from a single image (by nianticlabs)
ZoeDepth | monodepth2 | |
---|---|---|
4 | 6 | |
1,972 | 3,985 | |
6.0% | 0.7% | |
0.0 | 0.0 | |
6 days ago | 8 months ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | GNU General Public License v3.0 or later |
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.
ZoeDepth
Posts with mentions or reviews of ZoeDepth.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-27.
- Software 3D scanner. Free on Prusa Printables
-
๐ Deep Learning for Deep Objects: ZoeDepth is an AI Model for Multi-Domain Depth Estimation
Quick Read: https://www.marktechpost.com/2023/03/03/deep-learning-for-deep-objects-zoedepth-is-an-ai-model-for-multi-domain-depth-estimation/ Paper: https://arxiv.org/pdf/2302.12288.pdf Github: https://github.com/isl-org/ZoeDepth
- Testing ControlNet on Unreal Engine 5
- ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth
monodepth2
Posts with mentions or reviews of monodepth2.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-24.
- Calculation of an absolute depth map from multiple images or videos.
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Easy to train a monocular (self) supervised depth estimation model?
I've used monodepth2 before and it's great: https://github.com/nianticlabs/monodepth2
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Sources: Pixel 6 Pro was supposed to launch with face unlock
How can a single camera do that? My experience with computer vision is fairly limited so I'm curious how that would work. My understanding is you need to be able to generate a point map, stereo vision, or some non-CV related method , e.g. radar like the pixel 4. 2D depth estimation can be done with a single camera in somewhat useful way but it's not a secure way (https://github.com/nianticlabs/monodepth2 -- now somewhat similar functionality in OpenCV). Can you expand on what AI the single camera is being combined with that provides security guarantees?
- Can anyone explain the following github code to me. Also itโs my first time using GitHub so Iโm completely lost.
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Estimating camera height, orientation and field of view from a single monocular image.
I suspect you may have the best success by using monocular depth approaches (for example something like this: https://github.com/nianticlabs/monodepth2).
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Looking for a fast monocular depth estimation library to use in a Rust project.
After that I have to do the same for Python I think, and then I have to find out how to figure out how to use a library like https://github.com/ialhashim/DenseDepth or https://github.com/nianticlabs/monodepth2 for that GStreamer plugin (or element, still trying to grasp the terminology here)
What are some alternatives?
When comparing ZoeDepth and monodepth2 you can also consider the following projects:
nn - ๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
DenseDepth - High Quality Monocular Depth Estimation via Transfer Learning