1. Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition Open Access Author: Muralidhar, Shivran Title: Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition Area of Honors: Computer Engineering Keywords: deep learningmachine learningvideo recognitioncomputer vision File: Download Muralidhar_Shivran_Addressing_Overfitting_Issues_with_Deep_Learning_Model.pdf Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors AdvisorJohn Morgan Sampson, Faculty Reader
2. An Analysis and Framework for Multi-Label Image Classification of Insect Taxonomy with Convolutional Neural Networks Restricted (Penn State Only) Author: Pham, Viet Title: An Analysis and Framework for Multi-Label Image Classification of Insect Taxonomy with Convolutional Neural Networks Area of Honors: Computer Engineering Keywords: Multi-label image classificationinsect monitoringconvolutional neural networksmachine learningcomputer visionimage classification File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor