Vignesh (Vk) Kotteeswaran Email & Phone Number

Gurgaon, India

Current responsibilities1)July2021 - Dec2021Implementing Automated Tariff collection pilot for National Highways Authority(Govt of India). The project comprises Object Detection based Axle-counter and Multi-class vehicle segmentation-based Vehicle Side-view profiling. The entire system with UI runs 30FPS on Jetson Xavier & 11FPS on Jetson Nano.2) March 2021-May2021Solved the longstanding problem of OCR character sequence in Intozi's ANPR system thereby boosting the… Show more Current responsibilities1)July2021 - Dec2021Implementing Automated Tariff collection pilot for National Highways Authority(Govt of India). The project comprises Object Detection based Axle-counter and Multi-class vehicle segmentation-based Vehicle Side-view profiling. The entire system with UI runs 30FPS on Jetson Xavier & 11FPS on Jetson Nano.2) March 2021-May2021Solved the longstanding problem of OCR character sequence in Intozi's ANPR system thereby boosting the accuracy to 100% with negligible change in inference time. Despite the correct prediction, the previous system ordered the sequence wrongly for different angles. I wrote an image processing algorithm to deskew the bounding box coordinates at O(1) runtime .3)Feb 2021-Mar 2021Built dataset and model pipeline comprising of image segmentation and classification models to detect car colors . The systems runs at 10-25 FPS realtime across Jetson embedded devices Show less

Gurugram, Haryana, India

Accomplishments & Responsibilities:1) Reduced the inference time for Number Plate Recognition System by 3X (timed on Raspberry Pi3) with custom Object Detector Design.2) Data Accumulation , cleaning and building models for Intozi's Seatbelt Violation system and Smoke-Fire detection system.