Fabric Surface Characterization: Assessment of Deep Learning-based Texture Representations Using a Challenging Dataset

no code implementations • 16 Mar 2020 • Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib, Sungmee Park, Sundaresan Jayaraman

We formulate the problem as a very fine-grained texture classification problem, and study how deep learning-based texture representation techniques can help tackle the task.

Material Recognition Object Recognition +2

A Real-Time Whole Page Personalization Framework for E-Commerce

no code implementations • 8 Dec 2020 • Aditya Mantha, Anirudha Sundaresan, Shashank Kedia, Yokila Arora, Shubham Gupta, Gaoyang Wang, Praveenkumar Kanumala, Stephen Guo, Kannan Achan

In production, our system resulted in an improvement in item discovery, an increase in online engagement, and a significant lift on add-to-carts (ATCs) per visitor on the homepage.