Hyperspectral segmentation
a holoscan application for segmentation of intraoperative hyperspectral cubes
During my internship at Nvidia I built a holoscan application that segments intraoperative hyperspectral cubes into 20 organ classes, and visualizes the result together with the RGB image corresponding to the hyperspectral cube. I used the HeiPorSPECTRAL dataset, and a pretrained segmentation network from this repository.
The application is available on Holohub and NGC.
The RGB image corresponding to the hyperspectral input, the segmentation, and the overlay.