monishaa s

Machine Learning Engineering Intern

DataCorp Traffic Private Limited•  May 2024 - July 2024

Explored YOLO models (YOLOv5, YOLOv7, YOLOv8) for vehicle classification tasks, utilizing provided weights to achieve 95% accuracy in predicting and classifying seven vehicle classes: MGV, LGV, PCL, MCL, PSV, OGV_1, OGV_2. Integrated these models with a GUI, using Eigencam and Gradcam analyses to identify patterns and crucial regions in vehicle predictions, resulting in enhanced interpretability. Compiled a comprehensive report using data science expertise to propose improvements to model weights, resulting in actionable insights that were presented to the ML Ops team.