Spaces:

btp2025
/

biogpt

Sleeping

App Files Files Community

biogpt / README.md

Robinhood135

Update README.md

2227311 verified 22 days ago

preview code

raw

history blame contribute delete

1.03 kB

A newer version of the Gradio SDK is available: 6.1.0

Upgrade

metadata

title: BiomedCLIP-BioGPT-IndicTrans2 Radiology Report Generator
emoji: 🔬
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false

🔬 Cascading BiomedCLIP-BioGPT & IndicTrans2 Radiology Report Generator

This Space demonstrates a two-stage pipeline:

Stage 1 (Report Generation): A fine-tuned BiomedCLIP image encoder and BioGPT decoder generate a radiology report in English from a chest X-ray image. The checkpoint files (biomedclipp.pth, biogptt.pth, projectorr.pth) are loaded using huggingface_hub.hf_hub_download from this repository.
Stage 2 (Translation): The English report is automatically translated into Hindi using the IndicTrans2 model from AI4Bharat.

Note on Checkpoints: The file app.py is configured to download the checkpoints from the model's repository. Ensure the following files are uploaded to this repository and the REPO_ID in app.py is correctly set:

biomedclipp.pth
biogptt.pth
projectorr.pth