Valay Shah

Intern

Military College of Telecommunication Engineering•  December 2019 - May 2020

-- Worked on project entitled “Change Detection in Satellite Images” in which I have used PCA algorithm for finding out the most important features using Eigen values and vectors and then applying k-means clustering for detecting the changes in pixels. -- I have worked on Object Detection using YOLO where I had to train the model by myself and customize it by detecting the objects only in the required area (not the whole frame) and also alarm notifier, message and email notification if the object is detected as the object detection was to be done in an remote area near the border. -- After that, I worked on Drowsiness Detection in which first the login was made using Facial detection and Recognition and then I had to detect whether the person was alive or not by detecting the blink of an eye and after that drowsiness detection was done if the face is detected for 15 frames and the model stopped working after 15 seconds of not detecting faces. For drowsiness detection I had used the pretrained model cnnCAT2

Intern

ISRO•  July 2019 - October 2019

Made a transformed algorithm for K means clustering which in turn would result in more natural and accurate clusters.