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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned
| Date | Stars |
|---|---|
| 2026-07-24 | 946 |
| 2026-07-25 | 946 |
| 2026-07-28 | 947 |
| 2026-07-30 | 947 |
| 2026-08-06 | 947 |
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# MocapNET Project  One click deployment in Google Collab : [](https://colab.research.google.com/github/FORTH-ModelBasedTracker/MocapNET/blob/mnet4/mocapnet4.ipynb) ## News ------------------------------------------------------------------ 12-06-2025 Trying [Mediapipe + MocapNET v4.0](https://github.com/FORTH-ModelBasedTracker/MocapNET/blob/mnet4/src/python/mnet4/mediapipeHolisticWebcamMocapNET.py) on a [Lenovo Ideapad Pro 5 14IMH9](http://ammar.gr/mocapnet/lenovo_ideapad_pro_5_14IMH9_mnet4.mp4) it can run at a sustained 30Hz while tackling body + hands + face! [](http://ammar.gr/mocapnet/lenovo_ideapad_pro_5_14IMH9_mnet4_sh.mp4) 14-2-2024 Last Wednesday (8-2-2024) I successfully defended the MocapNET Ph.D. thesis! I am currently at the process of finalizing the MocapNET PhD thesis text, however there are also some good news for the project in regards to the continuation of development and its funding in the context of the [Greece4.0 call](https://www.greece40.gr/). Thank you for your patience in regards with the recent repository inactivity, which I am working hard in order to improve..!  2-11-2023 I am currently finalizing my PhD thesis and preparing my defence, for this reason repository maintenance is subpar at this time. However, hopefully soon, I will be able to share my ~316 page thesis that clearly and in detail goes through all of the development effort and research behind MocapNET and this repository. 2-10-2023 MocapNET v4 was successfully presented in the [AMFG 2023 ICCV workshop](https://web.northeastern.edu/smilelab/amfg2023/) [](https://colab.research.google.com/github/FORTH-ModelBasedTracker/MocapNET/blob/mnet4/mocapnet4.ipynb) 13-9-2023 MocapNET v4 has been accepted in the [AMFG 2023 ICCV workshop](https://web.northeastern.edu/smilelab/amfg2023/) with an Oral and Poster presentation. It can now also retrieve 3D gaze and BVH facial configurations. The whole codebase has been written from scratch in Python to hopefully make it more useful for the community! This is a very big change including handling all of [3D rendering using Blender python scripts](https://github.com/FORTH-ModelBasedTracker/MocapNET/tree/mnet4/src/python/blender). In order to keep this repository manageable the new version lives in its own [mnet4 branch](https://github.com/FORTH-ModelBasedTracker/MocapNET/tree/mnet4/) We have also implemented a one click Google Collab setup, which you can use to quickly and easily test the method : [](https://colab.research.google.com/github/FORTH-ModelBasedTracker/MocapNET/blob/mnet4/mocapnet4.ipynb) Hope that you find it useful and hopefully see you at ICCV 2023! 30-12-2022 MocapNET has a new [plugin/script](https://github.com/FORTH-ModelBasedTracker/MocapNET/blob/master/src/python/blender/blender_mocapnet.py) for the [Blender](https://www.blender.org/) 3D editor that when combined with [MPFB2](http://static.makehumancommunity.org/mpfb.html) (the MakeHuman addon for Blender) can make 3D animations using custom skinned humans with the output BVH files of MocapNET with a few clicks. The code targets recent Blender Versions 3.4+ Watch [this video](https://www.youtube.com/watch?v=9jmTdhVjAsI) to learn how to install MPFB2 and [this video](https://www.youtube.com/watch?v=ooLRUS5j4AI) to learn how to interface the provided plugin in this repository with the MocapNET output BVH file and the generate
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:430b4dace2599277, topic:neural-network, topic:tensorflow
matched fp:430b4dace2599277, topic:computer-vision, topic:pose-estimation