Comments (6)
Please see #2.
from ganfit.
Thanks for your reply!
Can I use BFM(Basel Face Model) to replace the LSFM dataset? And how I can get the 4DFAB dataset, which can not been found from the Internet.
What's more, I want to ask if the Large Scale Face Model(LSFM) dataset can be purchased? Our laboratory wants to use it for scientific research only.
Best regards.
from ganfit.
Hi shouka,
Sorry for my late reply. I have been quite busy lately. First of all, I am personally neither holding the license of any of the datasets nor I am the person responsible for these datasets. But I will try to help you with the all information I have. Below my answers:
Can I use BFM(Basel Face Model) to replace the LSFM dataset?
Yes, you can. You can replace LSFM with BFM or any other 3D Face datasets. However, please mind that larger the dataset, more likely to generalize well.
And how I can get the 4DFAB dataset, which can not been found from the Internet.
I am not sure about 4DFAB's public availability. But you can use any expression blend shape model to replace it. Like FaceWareHouse
What's more, I want to ask if the Large Scale Face Model(LSFM) dataset can be purchased? Our laboratory wants to use it for scientific research only.
I am not sure about this either. You can apply to get LSFM shape model here: https://xip.uclb.com/i/healthcare_tools/LSFM.html for free. But I am not sure about the texture model. It is best to ask contacts found here: https://ibug.doc.ic.ac.uk/resources/lsfm/
Hope this helps,
Baris
from ganfit.
Thank you so much, this helps me a lot!
As a beginner to the 3D face, I am confused about the UV maps, how can I get the UV maps from 3D datasets, which are input to the GAN network to train?
This question has puzzled me for a long time, I hope you can help me, thank you!
Best regards.
from ganfit.
Well, it is not that simple to explain on github :). Have a look at below references:
-
Booth, James, Anastasios Roussos, Stefanos Zafeiriou, Allan Ponniahy, and David Dunaway. ‘A 3D Morphable Model Learnt from 10,000 Faces’. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2016-December:5543–52, 2016. https://doi.org/10.1109/CVPR.2016.598.
-
Egger, Bernhard, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhoefer, Thabo Beeler, Florian Bernard, et al. ‘3D Morphable Face Models – Past, Present and Future’. ArXiv Preprint ArXiv:1909.01815, 2019. http://arxiv.org/abs/1909.01815.
-
Blanz, Volker, and Thomas Vetter. ‘A Morphable Model for the Synthesis of 3D Faces’. In Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 1999, 187–94, 1999. https://doi.org/10.1145/311535.311556.
-
Smith, William A. P., Alassane Seck, Hannah Dee, Bernard Tiddeman, Joshua Tenenbaum, and Bernhard Egger. ‘A Morphable Face Albedo Model’. ArXiv:2004.02711 [Cs], 6 April 2020. http://arxiv.org/abs/2004.02711.
From my point of view, they are the dataset, but it requires a lot of work to acquire UV images from raw 3D scans
from ganfit.
Many thanks for your help, I will try to get it!
from ganfit.
Related Issues (20)
- Amazing work! Would love to try out the demos! HOT 1
- Will the code be public? HOT 1
- Texture coordinate HOT 1
- About How to iteratively update the input vector Pt of PGGAN HOT 3
- How to evaluate florence dataset for my model HOT 1
- About images of MOFA-test dataset HOT 1
- How to get the ground truth and template landmarks HOT 2
- A problem about paper HOT 3
- How to send you images? HOT 1
- ValueError: The glob ganfit_plus/subject_01/Model/frontal1/obj/*.obj yields no assets HOT 1
- Which UV texture dataset did you use to train proGAN? HOT 1
- 没有开源代码放上来干嘛,又当又立么 HOT 2
- The uv format of GANFIT
- latent parameters HOT 1
- When can authors share source code and trained models? HOT 4
- How long is the training time? HOT 3
- Input of the Texture GAN HOT 4
- unable to reproduce the result HOT 1
- About the Texture GAN HOT 17
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 ganfit.