MotioNet
deep-motion-editing
MotioNet | deep-motion-editing | |
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1 | 2 | |
551 | 1,484 | |
- | - | |
0.0 | 0.0 | |
about 2 years ago | 11 months ago | |
Python | Python | |
BSD 2-clause "Simplified" License | BSD 2-clause "Simplified" License |
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MotioNet
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Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing
They could be a great application for niches, though. Prototyping 3d games or movies can be helped greatly by such techniques.
If you can take a photo (effort required: seconds) and turn it into a textures low- to mid-poly model within seconds, that's a huge time saver right there.
Combined with other techniques [1], [2] this could indeed present a viable business model - again for certain niches. It's the same old routine: identify potential, present solution, profit (if only for a limited time). On its own this might not look too useful/impressive, but I'm certain there's people out there who could already benefit greatly from this work.
It's not always about "the next big thing" or "turning an entire industry on its head". I could see this work its way into various products without much fanfare and gazillion dollar valuations.
[1] https://github.com/Shimingyi/MotioNet
[2] https://deepai.org/publication/end-to-end-learning-for-3d-fa...
deep-motion-editing
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I'm Addicted to Assets
but there's soo much more cool shit on there, even if you have to interface with it via native plugins or even just to learn from, like this: https://github.com/DeepMotionEditing/deep-motion-editing (but this is BSD, woot)
What are some alternatives?
Meshroom - 3D Reconstruction Software
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
MotionBERT - [ICCV 2023] PyTorch Implementation of "MotionBERT: A Unified Perspective on Learning Human Motion Representations"
AI4Animation - Bringing Characters to Life with Computer Brains in Unity
awesome-virtual-try-on - A curated list of awesome research papers, projects, code, dataset, workshops etc. related to virtual try-on.
awesome-ai - Awesome list for all things AI, ML and deep learning
VIBE - Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
SplineMesh - A Unity plugin to create curved content in real-time with bézier curves
duckduckgo-locales - Translation files for <a href="https://duckduckgo.com"> </a>
unity-atoms - ⚛️ Tiny modular pieces utilizing the power of Scriptable Objects
RoadArchitect - Road Architect for Unity
neural-style-tf - TensorFlow (Python API) implementation of Neural Style