Comments (4)
Thanks for your interest!
We used Danbooru dataset for the anime model. You can find:
(1) some introduction about this dataset from the gwern's blog https://www.gwern.net/Danbooru2020
(2) "user friendly" download page: https://gist.github.com/stormraiser/a8066517b0b60a50c701ee9c8f720691
(3) Note that Danbooru (origin version) is not an anime face dataset, and there is a cropped version: https://www.kaggle.com/lukexng/animefaces-512x512
Note that, in our paper, we actually used 256x256 anime data and trained on a 256x256 ffhq stylegan2 pre-trained model.
from ui2i_via_stylegan2.
Sorry for the late reply.
Well, you can say that you need to fine-tune the ffhq pre-trained model with the Danbooru dataset (make sure the image size of Danbooru you used/cropped matches that of the pre-trained model). To achieve better quality, you may need to read our paper and check other techniques like layer-swap. And there are also some hyper-param which would affect the results, detailed analysis can be found in experiment comparison and ablation study results.
from ui2i_via_stylegan2.
Thanks for the reply!
And you mean that we just need to fine-tune the ffhq pre_trained model with the cropped dataset. I wonder if there is any fault in my comprehension.
Again, it is nice to you to help me in a short time
from ui2i_via_stylegan2.
Thanks for the reply, and I wonder if you have the fine-tuned anime stylegan2 pre-trained model. You know I am just a student who can not afford a high-performance GPU to train the model.😂
Looking forward to your reply!
from ui2i_via_stylegan2.
Related Issues (15)
- colab HOT 2
- permission denied at convert
- Some questions about fine-tuning on Danbooru Datasets
- Not an issue - Question on closed form factorization
- Bug in gen_ref.py HOT 3
- image input test
- Cite prior work on layer swapping HOT 2
- 8*MLP was trained during finetune HOT 1
- Stylegan inversion HOT 1
- the style code of the specified reference is not used in gen_ref.py HOT 5
- no module named dnnlib.tflib.ops HOT 2
- RuntimeError: Invalid magic number; corrupt file?
- I have try the 256 model ,but the result not work well.
- Layer swap in gen_multi_style.py
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 ui2i_via_stylegan2.