Awesome
MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis
Asma Alkhaldi, Raneem Alnajim, Layan Alabdullatef, Rawan Alyahya, Jun Chen, Deyao Zhu, Ahmed Alsinan, Mohamed Elhoseiny
Saudi Data and Artificial Intelligence Authority (SDAIA) and King Abdullah University of Science and Technology (KAUST)
Website link: https://minigpt-med.github.io/
Installation
git clone https://github.com/Vision-CAIR/MiniGPT-Med
cd MiniGPT-Med
conda env create -f environment.yml
conda activate miniGPT-Med
Download miniGPT-Med trained model weights
-
miniGPT-Med's weights miniGPT-Med Model
-
Then modify line 8 at miniGPT-Med/eval_configs/minigptv2_eval.yaml to be the path of miniGPT-Med weight.
Prepare weight for LLMs
Llama2 Version
git clone https://huggingface.co/meta-llama/Llama-2-7b-chat-hf
Then modify line 14 at miniGPT-Med/minigpt4/configs/models/minigpt_v2.yaml to be the path of Llama-2-7b-chat-hf.
Launching Demo Locally
python demo_v2.py --cfg-path eval_configs/minigptv2_eval.yaml --gpu-id 0
Dataset
| Dataset | Images | json file |
|---|---|---|
| MIMIC | Download | Download |
| NLST | Download | Downlaod |
| SLAKE | Downlaod | Download |
| RSNA | Downlaod | Download |
| Rad-VQA | Downalod | Download |
Acknowledgement
- MiniGPT-4
- Lavis
- Vicuna
- Falcon
- Llama 2