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The project focuses on four heart conditions that may go initially unremarkable, but can eventually be life-threatening. It a 5-class classification problem ‘0’ Healthy controls • ‘1’ Myocardial infarction • ‘2’ Dilated cardiomyopathy • ‘3’ Hypertrophic cardiomyopathy • ‘4’ Abnormal right ventricle
Proposed a monocular 3D polarization imaging approach for non-Lambertian surfaces by investigating the subtle difference in specular and diffuse reflection and then separating them using independent component analysis (ICA).
Python-based utility for visualizing 3D data (with an additional color channel) using matplotlib. The voxel plotter allows for a customizable display of 3D data with controls for transparency threshold, skew factor, and sampling ratio.