Comments (2)
justusschock
commented on June 23, 2024
1
I'd prefer MedMnist
from rising.
mibaumgartner
commented on June 23, 2024
1
@justusschock
This will probably be our main example because it is very easy to use (we can add additional features to other notebooks in the future): I think we should put in a bit more effort into this one add some additional features:
- Make it easy to switch between CPU and GPU execution and report training time for both in the text (a real cpu vs gpu benchmark could follow in the future but we should use volumetric data for that to showcase the computational benefits)
- Showcase multiple augmentation pipelines (at least one lightweight one and one very extensive) and report results for classification
from rising.
Related Issues (20)
- [FeatureRequest] Spatial Transform equivalent
- [FeatureRequest]Additional intensity transforms
- [FeatureRequest] Queue for GPU transforms
- [FeatureRequest] Additional examples inside doc strings
- [FeatureRequest] MRI Motion artefacts
- [FeatureRequest] MRI K-Space Artefacts
- [FeatureRequest] Add Equivalent to Models Genesis Transform HOT 2
- [Bug] RandomCrop cropping several keys differently HOT 1
- [FeatureRequest] Extend test pipeline to check two keys
- What is the advantage compared to the kornia? HOT 3
- [Bug] Mirror transformation does not accept prob keyword parameter HOT 1
- Lightning segmentation missing visualisation HOT 1
- [Bug] Wrong point/image trafo HOT 3
- [Bug] Scale(...,adjust_size=True) does not result in image with all the content of original image HOT 1
- [Bug] GPU transforms are not fed GPU data for keys other than 'data' HOT 1
- [Bug] Docstring for random_crop claims it returns crops corner but it doesn't
- [Question] Multi-gpu support? HOT 1
- still maintain this framework? HOT 6
- [Question] Citation? HOT 2
- Greetings for sudden updates.
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 rising.