DORN
By hufu6371
Marigold
[CVPR 2024 - Oral] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation (by prs-eth)
DORN | Marigold | |
---|---|---|
1 | 4 | |
463 | 1,744 | |
- | 14.4% | |
- | 8.7 | |
over 4 years ago | 6 days ago | |
Jupyter Notebook | Python | |
- | Apache License 2.0 |
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.
DORN
Posts with mentions or reviews of DORN.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-25.
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How to Estimate Depth from a Single Image
For a long time, the state-of-the-art models for monocular depth estimation such as DORN and DenseDepth were built with convolutional neural networks. Recently, however, both transformer-based models such as DPT and GLPN, and diffusion-based models like Marigold have achieved remarkable results!
Marigold
Posts with mentions or reviews of Marigold.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-25.
-
How to Estimate Depth from a Single Image
git clone https://github.com/prs-eth/Marigold.git
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Use Marigold, an SD based depth map generator, to add cgi elements into real photos
Marigold on Github
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PATCHFUSION is really impressive. High resolution depth maps in 16bit. I've been waiting for this. https://github.com/zhyever/PatchFusion
I was only just blown away when I installed https://github.com/prs-eth/Marigold yesterday, but yours looks even cleaner... will try it out, thanks!
- Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
What are some alternatives?
When comparing DORN and Marigold you can also consider the following projects:
PatchFusion - [CVPR 2024] An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation