Projects

Trained Segformer model on cityscapes dataset and performed testing on edge devices achieving 45% mIOU.

Reconstructed a 3D scene from a given set of images by feature correspondence with RANSAC-based outlier rejection along with triangulation and nonlinear optimization techniques for robust camera pose estimation.

SLIC superpixel image segementation network using ResNet18, achieving 85% accuracy.