Arvind Jayaraman

Arvind is a Senior Pilot Engineer at MathWorks. His primary area of focus is deep learning for automated driving. He has worked on a wide range of pilot projects with customers ranging from sensor modeling in 3D Virtual Environments to computer vision using deep learning for object detection and semantic segmentation. Arvind has also contributed features to MATLAB including a support package to import popular deep learning networks from Caffe into MATLAB and features for the video ground truth labeling app for Automated Driving System Toolbox. Prior to his current role, Arvind specialized in large scale deployment of Automatic C Code generation from Simulink and AUTOSAR compliant C code generation.
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Posts by Arvind Jayaraman


Speeding Up Semantic Segmentation Using MATLAB Container from NVIDIA NGC

Gone are the days of using a single GPU to train a deep learning model.  With computationally intensive algorithms such as semantic segmentation, a single GPU... 8 MIN READ
Figure 6. Detected bounding boxes and scores from Faster R-CNN vehicle detector.
Simulation / Modeling / Design

Deep Learning for Automated Driving with MATLAB

[caption id="attachment_8154" align="alignright" width="300"] Figure 1. Car approaching a vehicle in an intersection.[/caption] You’ve probably seen... 13 MIN READ