Convolutional Neural Networks

  • Implementing Convolutional Neural Networks for visual recognition and classification tasks.

All Posts


Undrestanding Convolutional Layers in Convolutional Neural Networks (CNNs)

2D Convolutional Layers constitute Convolutional Neural Networks (CNNs) along with Pooling and fully-connected layers and create the basis of deep learning. So if you want to go deeper into CNNs and deep learning, the first step is to get more familiar with how Convolutional Layers work. Here, you will learn about calculations which are done inside a Convolutional layer and then you will write your own layer inside python (using numpy).

Latest Posts


Undrestanding Convolutional Layers in Convolutional Neural Networks (CNNs)

by Hadi Kazemi on 2017-02-21 13:46:27

2D Convolutional Layers constitute Convolutional Neural Networks (CNNs) along with Pooling and fully-connected layers and create the basis of deep learning. So if you want to go deeper into CNNs and deep learning, the first step is to get more familiar with how Convolutional Layers work. Here, you will learn about calculations which are done inside a Convolutional layer and then you will write your own layer inside python (using numpy).