SpectaFormer

SpectraFormer is a transformer-based Machine Learning model aimed for Raman spectra unmixing for graphene buffer layer on SiC substrate.

See more: arXiv paper

Installation

git clone --depth 1 https://github.com/pietronvll/SpectraFormer.git
cd SpectraFormer
uv sync  # or: pip install -e .

Usage

Check out the guide.

Tips

Tensorboard

To use tensorboard, type in terminal

tensorboard --logdir=logs --samples_per_plugin images=1000

Streamlit dashboard app

To use dashboard app, type in terminal

streamlit run dashboard.py

GPU usage in terminal

Useful command (especially during training) to watch gpu load in real time:

watch -n 1 nvidia-smi

where 1 is update time in seconds.