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Environmental Sound Classification (ESC) using Handcrafted and Learned Features
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"Environmental Sound Classification (ESC) is an important research field due to its application in various field such as hearing aids, road surveillance system for security and safety purpose, etc. ESC task was earlier ...
Analytical study of color spaces for object recognition in convolutional neural networks
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
In this work we present an analytical study of the classical problem of image recognition / classification using different color spaces and deep convolutional neural networks(CNNs). In the current decade deep CNN architectures ...