Building Convolutional Neural Networks with Tensorflow

Building Convolutional Neural Networks with #Tensorflow #abdsc

  • In the past year I have also worked with Deep Learning techniques, and I would like to share with you how to make and train a Convolutional Neural Network from scratch, using tensorflow.
  • Later on we can use this knowledge as a building block to make interesting Deep Learning applications.
  • Source code is also provided.
  • Before you continue, make sure you understand how a convolutional neural network works.
  • The code is also available in my GitHub repository, so feel free to use it on your own dataset(s).

In the past year I have also worked with Deep Learning techniques, and I would like to share with you how to make and train a Convolutional Neural Network from…

@analyticbridge: Building Convolutional Neural Networks with #Tensorflow #abdsc

In the past year I have also worked with Deep Learning techniques, and I would like to share with you how to make and train a Convolutional Neural Network from scratch, using tensorflow. Later on we can use this knowledge as a building block to make interesting Deep Learning applications.

The pictures here are from the full article. Source code is also provided.

Before you continue, make sure you understand how a convolutional neural network works. For example,

What is a convolutional layer, and what is the filter of this convolutional layer?

What is an activation layer (ReLu layer (most widely used), sigmoid activation or tanh)?

The contents of this blog-post is as follows:

1. Tensorflow basics:

2. Neural Networks in Tensorflow

3. Deep Neural Networks in Tensorflow

4. Final words

To read this blog, click here. The code is also available in my  GitHub repository , so feel free to use it on your own dataset(s).

Building Convolutional Neural Networks with Tensorflow