This repository is dedicated to the project: "Black Ice Detection Using Hyperspectral Imaging System and Deep Learning". This project aims to classify black ice on surfaces using hyperspectral imaging, leveraging the power of deep learning to provide accurate detection.
model.py: Contains the main deep learning model for black ice classification.- Modules: Each module is organized based on its specific role in the detection pipeline. (Note: The repository organization is still under development.)
Due to the data size/collaboration with external organisation, raw data is private. However, you can request access via email:
- Contact: [email protected]
After approval, instructions for accessing the data will be provided.
If you use or reference this project, please cite:
Bhattacharyya, C.; Kim, S. Black Ice Classification with Hyperspectral Imaging and Deep Learning. Appl. Sci. 2023, 13, 11977.
https://doi.org/10.3390/app132111977