Full Stack Automation
Avinash Yadav
Briefly describe the project you worked on. What did you create, who did you create it for, and how did you approach this project?
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DEVELOPED A FULL-STACK MACHINE LEARNING PROJECT
Real-Time Vehicle Detection & Tracking Using Machine Learning
● Designed and implemented an AI-based machine learning model using Python, NumPy, SciPy, Matplotlib, MoviePy, OpenCV, and TensorFlow.
● This system can detect vehicles on the road. This system will be very useful on the road, for vehicles, and most importantly diver's safety.
● This model takes input visual data which will be received from the camera in the vehicle and displays output on the screen which will dramatically decrease by 50% accidents and help in autonomous vehicles.
● Managed a process re-engineering project to improve and consolidate end-to-end auto-driving processes; restructured communication and data processing between model & inputs which increased accuracy by 25%.
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Posted Dec 4, 2022
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