Comments (2)
hao-qiang
commented on May 20, 2024
直接使用200多张卡通化就可以达到不错的效果，在我们训练的时候，由于有不同人群的卡通数据，所有会先使用所有数据训练一个base版本再分类别finetune。
我们的训练数据虽然你是成对的，但由于卡通化和真人照有所差异不能达到pixel级别的成对，所有还是基于非成对数据方法做的。当然你提到的有监督学习思路我们做过相关实验，由于成对数据较少效果不如非成对训练。至于非成对训练方法加上成对数据训练分支指导，也是值得尝试的。
from photo2cartoon.
pkjq11
commented on May 20, 2024
直接使用200多张卡通化就可以达到不错的效果，在我们训练的时候，由于有不同人群的卡通数据，所有会先使用所有数据训练一个base版本再分类别finetune。
我们的训练数据虽然你是成对的，但由于卡通化和真人照有所差异不能达到pixel级别的成对，所有还是基于非成对数据方法做的。当然你提到的有监督学习思路我们做过相关实验，由于成对数据较少效果不如非成对训练。至于非成对训练方法加上成对数据训练分支指导，也是值得尝试的。
感谢回复以及开源的代码，我准备按照你们的思路跑跑看
from photo2cartoon.
Related Issues (20)
- ModuleNotFoundError: No module named 'face_alignment' HOT 1
- Does this support multi-person picture or just cartoon a background image? HOT 1
- RuntimeError: CUDA out of memory. HOT 1
- export my model to onnx
- The model removes green colour
- release onnx export code
- 无响应 HOT 2
- 官方的漫画api，偶尔出现不正常 HOT 2
- 关于人像分割模型原理的疑问 HOT 1
- paper published HOT 1
- 请问需要训练多久才能达到一个比较好的效果？ HOT 1
- ONXX conversion script?
- UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 103: invalid continuation byte HOT 1
- Training on input size (386*386) given an error HOT 1
- Could you please share the dataset that you trained with? Thank you very much! HOT 1
- Multi-GPU training, IndexError: Caught IndexError in replica 0 on device 5. HOT 2
- OSError: unrecognized data stream contents when reading image file
- TypeError: img should be PIL Image. Got <class 'NoneType'> HOT 1
- 下载速度太慢，有解决方法吗？
- error ： raise AttributeError(name) from None HOT 1
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 photo2cartoon.