Hi! I'm Niels from the Hugging Face community science team. I'm opening this PR to improve the model card for LPNSR.
Summary of changes:
- Added the `image-to-image` pipeline tag to improve discoverability.
- Updated the license to `mit` based on the official GitHub repository.
- Added a link to the paper: [LPNSR: Prior-Enhanced Diffusion Image Super-Resolution via LR-Guided Noise Prediction](https://huggingface.co/papers/2603.21045).
- Added a link to the official GitHub repository.
- Included basic usage instructions for inference and the local Gradio demo.
