Comments (1)
Heya, thanks for reaching out! Yes, the existing code architecture doesn't support multi-class segmentation. The data loader we have is particularly well-suited for tasks involving either disc or cup segmentation. To address this, you might consider adding a multi-head component in the final layer. While we primarily focus on single-class datasets and may not update the original code to include multi-class functionality, we definitely encourage and welcome your contributions. If you can integrate this feature without conflicting with the existing code, we would be more than happy to consider your pull request as a valuable addition from a contributor!
from medical-sam-adapter.
Related Issues (20)
- Discord link not valid HOT 2
- multiple classification tasks HOT 3
- export onnx HOT 1
- 请问这个将来计划提供类似SAM提供的APP使用Demo程序吗 HOT 3
- How to use multi GPU to train the model? HOT 1
- BraTs dataloaders HOT 1
- Use both 2D and 3D data simultaneously HOT 2
- Questions of reproducing BTCV
- Clarity on brain tumor results
- IndexError: single positional indexer is out-of-bounds
- Adapting on custom dataset
- ISIC2016 segmentation
- Name collision with YOLO HOT 1
- Training dataset in the Table I and Table II
- Minor bug in adapter_block.py HOT 1
- Freeze training
- eval_seg() doesn't work properly in c>2 cases
- Environmental issues
- where is the implementation of HyP-Adpt, I can't find the implementation codes of this part HOT 1
- train.py issues
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 medical-sam-adapter.