Applied Research Fellow

Worked as an Applied Research Fellow at the Centre of Visual Information Technology Lab, IIIT Hyderabad, where I was guided by Prof. Ravi Kiran Sarvadevabhatla and Prof. C V Javahar.
Developed a model to detect vehicle lights and then classify the status of the light on the Indian Driving Dataset.
Tested IDD on Facebook Detic model and then used YoloV3, YoloV4, and YoloV5 for detecting vehicle lights.
Used color thresholding on the RGB images for detecting the status of vehicle lights.
Acheived an mAP of 88.4% for the detection of vehicle lights and also performed well for classifying the status of lights.