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

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cs.CV2016

Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks

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 networ…

cs.CV2015★ 1 cited

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

Justin A. Eichel, Akshaya Mishra, Nicholas Miller +5

In traffic engineering, vehicle detectors are trained on limited datasets resulting in poor accuracy when deployed in real world applications. Annotating large-scale high quality d…