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Category Archives: Keras

April 26, 2019

U-Net Image Segmentation in Keras

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This tutorial provides a brief explanation of the U-Net architecture as well as implement it using TensorFlow High-level API.

February 16, 2019

ResNet implementation in TensorFlow Keras

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Very deep neural network are difficult to train because of vanishing and exploding gradients problems.

December 10, 2018

Text Classification using Attention Mechanism in Keras

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We build text classification models in Keras that use attention mechanism

November 17, 2018

Predict Next Word using TensorFlow Keras

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Build a language model to predict the next word based on the previous word in the sequence.

November 13, 2018

Predict Cryptocurrency Price using Tensorflow Keras

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How to predict the Bitcoin price, but this can apply to any cryptocurrency.

September 22, 2018

Convolutional Neural Networks in TensorFlow Keras with MNIST(.9953% Accuracy)

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Build simplest possible neural network for recognizing handwritten digits.

September 6, 2018

Train Keras model with TensorFlow Estimators and Datasets API

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Recognition images from CIFAR-10 data-set with the TensorFlow Estimators and Datasets API.

September 4, 2018

Create your own Image Recognition Model using TensorFlow Keras API.

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How to make a Convolutional Neural Network for recognition images from CIFAR-10 data-set with the Following concept.

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Recent Posts

  • Activation function for Output Layer in Regression, Binary, Multi-Class, and Multi-Label Classification
  • Adam optimizer with learning rate weight decay using AdamW in keras
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  • Split Imbalanced dataset using sklearn Stratified train_test_split().
  • Split Custom PyTorch DataSet into Training, Testing and Validation set using random_split
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