Junior Machine Learning Engineer
June 2021 –
I worked on the project “Helping People with Visual Impairment to Easily Use Buses through Computer Vision”,In collaboration with RenewSenses LTD, an Israeli company developing assistive technologies for people who are blind, this project involves assisting people with visual impairment in their experience of catching a bus. The outcome of this challenge will be directly tested on the community of people with visual impairment. I mainly contributed in team for Bus Detection and Tracking , where my goal was to track the “front of the bus” in the video real time.Used DeepSORT algorithm with the different backbone of YOLOv-4,YOLOv-5 etc. for tracking the “front of the bus” and speed of the bus.