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Category: deep learning

Image Segmentation: Brain MRI Segmentation

  • September 10, 2020September 10, 2020
  • by Niranjan B Subramanian

In this article we’ll see how to perform Brain tumor segmentation from MRI images. We’ll try different architectures which are popular for image segmentation problems. Let’s start off by defining what our business problem is. Business […]

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Introduction to Neural Networks Part – 2

  • September 3, 2020September 10, 2020
  • by Niranjan B Subramanian

In the Part 1 of Introduction to Neural Networks we learned about one of the simplest artificial neuron called McCulloch-Pitts neuron and implemented it in python. The problem with M-P neuron is that there is actually […]

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Introduction to Neural Networks – Part 1

  • August 28, 2020September 10, 2020
  • by Niranjan B Subramanian

A neural network is an algorithm whose design was inspired by the functioning of the human brain. It tries to emulate the basic functions of the brain. Due to the intentional design of ANNs as conceptual […]

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Custom Callbacks in Keras

  • August 13, 2020September 7, 2020
  • by Niranjan B Subramanian

Keras comes with a long list of predefined callbacks that are ready to use. Keras callbacks are functions that are executed during the training process. According to Keras Documentation, A callback is a set of functions […]

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6 Regularization Techniques for Deep Learning

  • February 3, 2020February 3, 2020
  • by Niranjan B Subramanian

One of the most common problems of training a deep neural network is that it overfits. Overfitting occurs when the network learns specific patterns in the training data and is unable to generalize well over new […]

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KERAS Callbacks

  • December 31, 2019December 31, 2019
  • by Niranjan B Subramanian

Keras comes with a long list of predefined callbacks that are ready to use. Keras callbacks are functions that are executed during the training process. According to Keras Documentation, A callback is a set of functions to be […]

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