4 papers
SIR: Similar Image Retrieval for Product Search in E-Commerce
Theban Stanley, Nihar Vanjara, Yanxin Pan +3
We present a similar image retrieval (SIR) platform that is used to quickly discover visually similar products in a catalog of millions. Given the size, diversity, and dynamism of…
A Visual Technique to Analyze Flow of Information in a Machine Learning System
Abon Chaudhuri
Machine learning (ML) algorithms and machine learning based software systems implicitly or explicitly involve complex flow of information between various entities such as training…
Image Matters: Scalable Detection of Offensive and Non-Compliant Content / Logo in Product Images
Shreyansh Gandhi, Samrat Kokkula, Abon Chaudhuri +6
In e-commerce, product content, especially product images have a significant influence on a customer's journey from product discovery to evaluation and finally, purchase decision.…
A Smart System for Selection of Optimal Product Images in E-Commerce
Abon Chaudhuri, Paolo Messina, Samrat Kokkula +5
In e-commerce, content quality of the product catalog plays a key role in delivering a satisfactory experience to the customers. In particular, visual content such as product image…