Ishwar Sethi

With many years of experience in CV, data mining, ML, neural networks & pattern recognition, I provide consulting and training services. I've also published about 190 research articles.

Understanding compression of convolutional neural nets: part 3

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Deep Learning

Understanding compression of convolutional neural nets: part 3

In this part 3, I am going to illustrate how to reduce the number of parameters of a trained convolution layer....

Understanding compression of convolutional neural nets: part 2

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Neural Networks

Understanding compression of convolutional neural nets: part 2

This is second part of a three-part series of blog posts about compression of deep neural networks. The compression, which reduces the number of parameters and computation, is a useful technique for deploying neural networks in environments such as in edge computing....

Understanding compression of convolutional neural nets: part 1

Members-only

Neural Networks

Understanding compression of convolutional neural nets: part 1

In this three-part blog posts, I am going to share with you some simple examples of neural network compression to help you better understand compressing deep neural nets....