Comments (4)
Hi there, I am trying to train a MedCLIP model from scratch on the CheXpert and MIMIC-CXR datasets. I cannot seem to find the training script which calls the Trainer class in order to define the model and dataloaders, and train the model from scratch.
Could you by any chance provide the training script which utilizes the Trainer class?
do you make any progress? i want to train MedCLIP as well. thx.
from medclip.
Hi, a pretrain example is uploaded under examples/
.
Due to the data privacy issue, we can only provide a small piece of sample data under local_data
.
Thanks for your attention!
from medclip.
Thank you!
from medclip.
Hi, a pretrain example is uploaded under
examples/
.Due to the data privacy issue, we can only provide a small piece of sample data under
local_data
.Thanks for your attention!
Thanks!
Besides,can you provide the data source of COVID? i found some dataset named COVID in kaggle, but the number of samples does not match Table 3. in paper.
What's more, for MIMIC-CXR dataset, you download the original DICOM format file and process it into jpg files? or you just download the jpg from somewhere?
from medclip.
Related Issues (20)
- Models on Hugging Face
- problems when run demo code HOT 2
- problems on training from scratch HOT 5
- Release MIMIC 5x200
- Model weights don't seem to load correctly while running the example HOT 7
- AttributeError: 'MedCLIPFeatureExtractor' object has no attribute 'convert_rgb' HOT 7
- logit value different from demo HOT 1
- Question about obtaining sentence-label.csv HOT 1
- Does model support different language?
- Self-solved
- Embedding running out of GPU memory HOT 1
- Does Medclip only performs better on X-ray modality? HOT 3
- where is The knowledge extraction module in code?thanks!!!! HOT 1
- About using pretrained MedCLIP for fine-tuning on downstream tasks
- Pretrained Models do not load with pip release HOT 6
- Resnet Vision model seems random HOT 1
- 请问medclip有config.json文件吗,thanks
- Questions about Training/Data
- Inquries about the text encoder's pretrained weight
- The model weights do not seem to be loaded correctly, and the classification accuracy of the pre-trained models in cheXpert varies greatly, with the average F1 of 0.42 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 medclip.