RaySR (“Racer”): Super-Resolution for Radio Maps

📶 This project aims to enhance Radio Maps with Super Resolution and is inspired by DLSS. The project is part of the course DD2430 at KTH and is done in collaboration with Ericsson.

Left: Example of a radio map scene with transmitters (red). Right: Example of a radio map over San Francisco.

Left: High-resolution radio map. Right: Example of "downsampled" low-resolution radio map.

Setup

1. Install uv.
2. Sync environment: uv sync
3. Run commands: uv run <command>
4. (Dev): Install pre-commit hooks: pre-commit install

• Might need LLVM installed...

Environment Instructions

• To add dependencies, add them to pyproject.toml and run uv sync.
• Optionally, you can use uv add <package> to add a package and sync the environment, e.g. uv add 'requests==2.31.0'.