Murari G

     Systems Software & ML Compiler Engineer at SandLogic, where I work on developing ML compiler and runtime systems for Edge AI & HPC.

     Previously, worked with Doug Taylor & Animesh Khemka as part of the research team at NVIDIA, developing deep learning models for Auto White Balancing (AWB) in camera systems to improve image quality in real-time for autonomous driving applications.

Publications

Navigating the Night publication thumbnail
Navigating the Night: Robust Night Scene Semantic Segmentation for Autonomous Driving

Murari G, Prabha C. Nissimagoudar, Nalini C. Iyer, H. M. Gireesha

CVIP 2024 - 9th International Conference on Computer Vision and Image Processing, IITDM Kancheepuram

Link

Addresses the critical challenge of semantic segmentation in low-light conditions by proposing a novel deep learning framework that enhances feature extraction and pixel-wise classification for nighttime driving scenarios, achieving significant improvements in segmentation accuracy under challenging illumination conditions.

Projects