Soumya Diddi
Summer Research Intern @Iit Tirupati Research Scholars
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WORK HISTORY
Summer Research Intern @Iit Tirupati Research Scholars
I\'m working on a project titled \"Efficient Object Detection using YOLOv9 Architecture\" where I implement and optimize the YOLOv9 object detection model. The project involves training the model on the CARLA_v20 dataset, performing hyperparameter tuning, and addressing challenges like information loss in deep networks. I\'ve gained insights into concepts like the Information Bottleneck Principle and Programmable Gradient Information (PGI). My work also includes detecting specific objects, cropping them, and evaluating model performance using various metrics and plots.
EDUCATION
St. Mary's School
High school
Sri Chaitanya College of Education
Intermediate
KL University
Bachelor of Technology - BTech
ABOUT SOUMYA DIDDI
I am an undergraduate student pursuing a Bachelor of Technology with a specialization in Data Science. My academic emphasis is on mastering the principles of data science, including machine learning, data analytics, and artificial intelligence, to effectively address real-world challenges. I am particularly interested in leveraging data-driven approaches to uncover insights, optimize processes, and contribute to innovative solutions that drive impactful outcomes.
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