no code implementations • 20 Jul 2021 • Rohan Mahadev, Anindya Chakravarti
Large scale image classification models trained on top of popular datasets such as Imagenet have shown to have a distributional skew which leads to disparities in prediction accuracies across different subsections of population demographics.
no code implementations • 25 Dec 2019 • Rohan Mahadev, Hongyu Lu
Our brains combine vision and hearing to create a more elaborate interpretation of the world.
1 code implementation • 3 Jan 2019 • Vishal Kaushal, Rishabh Iyer, Suraj Kothawade, Rohan Mahadev, Khoshrav Doctor, Ganesh Ramakrishnan
Supervised machine learning based state-of-the-art computer vision techniques are in general data hungry.
no code implementations • 3 Jan 2019 • Vishal Kaushal, Rishabh Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan
This paper addresses automatic summarization of videos in a unified manner.
1 code implementation • 24 Sep 2018 • Rishabh Iyer, Pratik Dubal, Kunal Dargan, Suraj Kothawade, Rohan Mahadev, Vishal Kaushal
With increasing amounts of visual data being created in the form of videos and images, visual data selection and summarization are becoming ever increasing problems.
no code implementations • 27 May 2018 • Pratik Dubal, Rohan Mahadev, Suraj Kothawade, Kunal Dargan, Rishabh Iyer
To our knowledge, this is the first work which provides a comprehensive evaluation of different deep learning models on various real-world customer deployment scenarios of surveillance video analytics.
no code implementations • 12 Nov 2016 • Vrishabh Ajay Lakhani, Rohan Mahadev
Language Identification, being an important aspect of Automatic Speaker Recognition has had many changes and new approaches to ameliorate performance over the last decade.