RBE Practicum Presentation: Abhishek Ulhas Shivdeo | Data Diversity Quantification | Clustering | Out of Distribution

RBE Practicum Presentation 

Abhishek Ulhas Shivdeo

Data Diversity Quantification | Clustering | Out of Distribution

Wednesday, March 22nd

12:00 PM - 1:00 PM

Zoom Link: Email ashivdeo@wpi.edu

Abstract: When we have a corpus of data, millions of images, sampling the most valuable data which will contribute the most to the model training can guarantee efficient resources use and ultimately accurate training, inference, and evaluation in machine learning. In this presentation, I will be sharing my work on Quantifying the Data Diversity, Cluster millions of images to get the most intuitive bins, and presenting the applications based on these concepts!

Practicum​ Advisors:

Professor Loris Fichera, Worcester Polytechnic Institute (WPI) 

Professor Emmanuel Agu, Worcester Polytechnic Institute (WPI) 

Noah Kim (Data Scientist), Blue River Technology