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DenseDepth Alternatives
Similar projects and alternatives to DenseDepth
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MiDaS
Discontinued Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"
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SaaSHub
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Marigold
[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
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PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
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Deep-Learning-Push-Up-Counter
Deep Learning approach to count the number of repetitions in a video of push ups or pull ups.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better DenseDepth alternative or higher similarity.
DenseDepth discussion
DenseDepth reviews and mentions
Posts with mentions or reviews of DenseDepth.
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!
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Turn your photo into Christmas ball. A bas-relief, not a lithophany, so no internal lightning is needed! My free programs 'Amazing STL Creator' are only at Prusa Printables
Instead of just doing grayscale for depth, you should consider using “monocular depth estimation” that actually tries to reconstruct a depth map from an RGB image. There are a variety of open-source libs available like this one.
- alô meus programadores do r/brasil preciso de uma ajuda...
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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)
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MiDaS - Monocular Depth Estimation -- Includes an Optimized Model for ROS
Others model implemented like github.com/ialhashim/DenseDepth have constraints on input (I think only 4:3 is one of them, if I remember correctly)
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www.saashub.com | 14 Aug 2026
Stats
Basic DenseDepth repo stats
5
1,608
0.0
over 3 years ago
ialhashim/DenseDepth is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.
The primary programming language of DenseDepth is Jupyter Notebook.
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