rishaanp + transfer-learning   3

Transfer Learning using differential learning rates
In this post, I will be sharing what is transfer learning and how one can use transfer learning with differential learning rates approach to create powerful custom models
transfer-learning  fast.ai  cnns  convolutional-neural-networks  differential-learning-rates  neural-networks  machine-learning  deep-learning 
february 2018 by rishaanp
Case Study: A world class image classifier for dogs and cats (err.., anything)
It is amazing how far computer vision has come in the last couple of years. Problems that are insanely intractable for classical machine learning methods are a piece of cake for the emerging field of…
deep-learning  convolutions  convolutional-neural-networks  neural-networks  differential-learning-rates  learning-rate  kaggle  fast.ai  transfer-learning  from pocket
february 2018 by rishaanp
Batch normalization in Neural Networks
This article explains batch normalization in a simple way. I wrote this article after what I learned from Fast.ai and deeplearning.ai. I will start with why we need it, how it works, then how to…
batch-normalization  transfer-learning  deep-learning  neural-networks  fast.ai  from pocket
february 2018 by rishaanp

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