Search Results for author: Akshaya Mishra

Found 4 papers, 2 papers with code

Deep Quality: A Deep No-reference Quality Assessment System

no code implementations22 Sep 2016 Prajna Paramita Dash, Akshaya Mishra, Alexander Wong

Image quality assessment (IQA) continues to garner great interest in the research community, particularly given the tremendous rise in consumer video capture and streaming.

No-Reference Image Quality Assessment

Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks

1 code implementation14 Jun 2016 Mohammad Javad Shafiee, Akshaya Mishra, Alexander Wong

Taking inspiration from biological evolution, we explore the idea of "Can deep neural networks evolve naturally over successive generations into highly efficient deep neural networks?"

Diverse Large-Scale ITS Dataset Created from Continuous Learning for Real-Time Vehicle Detection

no code implementations7 Oct 2015 Justin A. Eichel, Akshaya Mishra, Nicholas Miller, Nicholas Jankovic, Mohan A. Thomas, Tyler Abbott, Douglas Swanson, Joel Keller

The trained real-time vehicle detector achieves an accuracy of at least $95\%$ for $1/2$ and about $78\%$ for $19/20$ of the time when tested on approximately $7, 500, 000$ video frames.

Cloud Computing Event Detection

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