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I am a first year PhD student advised by Prof. Devi Parikh in the School of Interactive Computing within the College of Computing at Georgia Tech. I also work closely with Prof. Dhruv Batra. Prior to starting my PhD, I was a Research Assistant at the Center for Visual Information Technology (CVIT), IIIT-Hyderabad working under the joint supervision of Prof. C.V. Jawahar and Prof. Gaurav Sharma. Before moving to Hyderabad, I was a Software Engineer at Media.net in Mumbai. I completed my dual degree (B. Tech + M. Tech) in Computer Science and Engineering from IIT Roorkee in 2015. Over the course of my undergrad, I spent 3 wonderful summers at Google India, Media.net and Cadence Design Systems working on projects ranging from Machine Learning, Natural Language Processing to building web-based products.

Broadly speaking, my area of interests lie at the intersection of Deep Learning, Computer Vision and Machine Learning. In the past, I have worked on problems in the space of facial analysis, both fundamental and applied aspects.

Updates


Email | GitHub


Research and Selected Projects

Learning OpenCV 3 Application Development

Learning OpenCV 3 Application Development
Samyak Datta
Packt Publishers, ISBN 13 : 9781784391454

Build, create and deploy your own computer vision applications with the power of OpenCV

Available for order at Packt and Amazon!

Automated Attendance

Automated Classroom Attendance using Deep Face Recognition
Samyak Datta, Ashwin Sudhir, Harshil Jain and C.V. Jawahar
(in progress), September 2016 - present

Unsupervised Faces

Unsupervised Learning of Face Representations
Samyak Datta, Gaurav Sharma and C.V. Jawahar
(under review)

IEEE-CSVT-Sample

Integrating Geometric and Textural Features for Facial Emotion Classification using SVM Frameworks
Samyak Datta, Debashis Sen, R. Balasubramanian
International Conference on Computer Vision and Image Processing (CVIP), 2016

Gender Classification Project

Gender Identification from Facial Images Using Local Texture Based Features
Samyak Datta, Abhishek K. Das
Course Project, Machine Learning (EE-680)
project report / code


Internships

Media.net

Media.net (Directi)
Software Engineering Intern, May 2014 - July 2014

Worked on a language-processing project that involved extracting semantic entities out of compound and noisy domain names. Most of the domain names are compound words where the constituent words are noisy due to the presence of deliberate spelling errors (e.g. vidyolectures.com). I designed and deployed an algorithm that produces a viable split, given such a compound and noisy input.


Google (India)

Google (India)
Software Engineering Intern, May 2013 - July 2013

Worked on graph-based clustering algorithms. The clustering was run on Google’s Knowledge Graph and the resulting entity-clusters were used for personalized search query suggestions - if the user is interested in topic X, then (s)he may also be interested in other topics from the same cluster.


Cadence Design Systems

Cadence Design Systems
Summer Trainee, May 2012 - July 2012

Worked with the I.T. Automation team of Cadence Design Systems, India Pvt. Ltd and developed a Function Point (FP) Estimation Tool using PHP and MySQL which performed the FP Estimation of the projects undertaken by Cadence.