SIR: Similar Image Retrieval for Product Search in E-Commerce

no code implementations • 29 Sep 2020 • Theban Stanley, Nihar Vanjara, Yanxin Pan, Ekaterina Pirogova, Swagata Chakraborty, Abon Chaudhuri

SIR is ideal for such cases because it allows us to search by an example, not a pre-defined theme.

Image Retrieval Retrieval

A Visual Technique to Analyze Flow of Information in a Machine Learning System

no code implementations • 2 Aug 2019 • 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 data, feature space, validation set and results.

BIG-bench Machine Learning Classification +1

Image Matters: Scalable Detection of Offensive and Non-Compliant Content / Logo in Product Images

no code implementations • 6 May 2019 • Shreyansh Gandhi, Samrat Kokkula, Abon Chaudhuri, Alessandro Magnani, Theban Stanley, Behzad Ahmadi, Venkatesh Kandaswamy, Omer Ovenc, Shie Mannor

In this paper, we present a computer vision driven offensive and non-compliant image detection system for extremely large image datasets.

Image Classification object-detection +1