Jupyter Notebook depth-estimation

Open-source Jupyter Notebook projects categorized as depth-estimation
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Topics: Deep Learning Pytorch Python neural-network Transformers
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Top 3 Jupyter Notebook depth-estimation Projects

  • monodepth2

    [ICCV 2019] Monocular depth estimation from a single image

  • ZoeDepth

    Metric depth estimation from a single image

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  • DenseDepth

    High Quality Monocular Depth Estimation via Transfer Learning

    • Project mention: How to Estimate Depth from a Single Image | dev.to | 2024-04-25

    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!

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Jupyter Notebook depth-estimation related posts

  • 🚀 Deep Learning for Deep Objects: ZoeDepth is an AI Model for Multi-Domain Depth Estimation

    1 project | /r/machinelearningnews | 3 Mar 2023

  • Testing ControlNet on Unreal Engine 5

    1 project | /r/StableDiffusion | 1 Mar 2023

  • 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

    1 project | /r/prusa3d | 17 Dec 2022

  • Calculation of an absolute depth map from multiple images or videos.

    1 project | /r/computervision | 26 Oct 2022

  • Easy to train a monocular (self) supervised depth estimation model?

    2 projects | /r/computervision | 24 Apr 2022

  • Sources: Pixel 6 Pro was supposed to launch with face unlock

    1 project | /r/GooglePixel | 22 Apr 2022

  • Can anyone explain the following github code to me. Also it’s my first time using GitHub so I’m completely lost.

    1 project | /r/learnmachinelearning | 8 Jun 2021
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    www.influxdata.com | 3 Jun 2024
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Index

What are some of the best open-source depth-estimation projects in Jupyter Notebook? This list will help you:

Project Stars
1 monodepth2 4,006
2 ZoeDepth 2,027
3 DenseDepth 1,564

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