Comments (1)
Sorry for the failure in body shape estimation. The reason is that the body shape of the training data is not abundant. Most 3D pose dataset only have tens of subjects (actors). Therefore, the estimated shape tend to be normal weight.
Most straight-forward solution is to fit the estimated body mesh to the body segmentation via a differentiable renderer (such as Example 2: Optimizing vertices of neural_renderer).
The drawback is that you may have to take care of the number of iterative optimization.
To avoid the bad results like above, it'd be better to optimize the estimated SMPL shape parameter and use its GMM prior constrain during loss calculation.
from romp.
Related Issues (20)
- romp smpl output poses is not fit with f_smpl/m_smpl.fbx HOT 1
- Permission denied: '/home/yusun' when running demo of TRACE HOT 2
- EVAL CMU dataset HOT 1
- Export Trace results to motion files like AMASS
- TRACE's result on MuPoTS-3D dataset
- Extending Pose Estimation Model for 3D Objects: Customization and Challenges
- No file or directory
- missing files
- pth generation HOT 1
- 大佬您好,想请问下世界坐标系下的可视化问题。 HOT 1
- RuntimeError: Sizes of tensors must match except in dimension 1
- convert2fbx.py multiple person
- Creating avatar on the live cam window
- Fail to track more than one person in each frame HOT 1
- How to get the principal point?
- aitviewer, visualize error
- Dimension mismatch for trace_head.pkl
- TRACE Training Shape Mismatch
- The meaning of function "convert_trans2cam"
- missing "siml_packed_info.pth"
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from romp.