Tensorflow tutorial
A quick complete tutorial to save and restore Tensorflow 2.0 models
Update: This article has been updated to show how to save and restore models in Tensorflow 2.0. If you want to learn the same with Tensorflow1.x, please go to this earlier article that explains how to save and restore Tensorflow 1.x models. In this Tensorflow 2.X tutorial, I shall explain: What is a Tensorflow-Keras Model API? […]
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A quick complete tutorial to save and restore Tensorflow models
In this Tensorflow tutorial, I shall explain: How does a Tensorflow model look like? How to save a Tensorflow model? How to restore a Tensorflow model for prediction/transfer learning? How to work with imported pretrained models for fine-tuning and modification This tutorial assumes that you have some idea about training a neural network. Otherwise, please […]
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Keras tutorial: Practical guide from getting started to developing complex deep neural network
Keras is a high-level python API which can be used to quickly build and train neural networks using either Tensorflow or Theano as back-end. This tutorial assumes that you are slightly familiar convolutional neural networks. You can follow the first part of convolutional neural network tutorial to learn more about them. In this quick tutorial, we shall […]
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Quick complete Tensorflow tutorial to understand and run Alexnet, VGG, Inceptionv3, Resnet and squeezeNet networks
This Tensorflow tutorial for convolutional neural networks has three parts: 1. We shall look at some of the most successful convolutional neural network architectures like Inception, AlexNet, Resnet etc. 2. In the second part, we shall take a quick tutorial of a popular high-level and light-weight Tensorflow library called TensorFlow-Slim(TF-Slim). 3. Finally, using TF-Slim, we […]
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A quick complete tutorial to save and restore Tensorflow models
Update: This popular article shows how to save and restore models in Tensorflow 1.x. If you want to learn the same with Tensorflow2.x, please go to this article that explains how to save and restore Tensorflow 2.x models. In this Tensorflow tutorial, I shall explain: How does a Tensorflow model look like? How to save […]
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