O'Reilly logo

Hands-On Natural Language Processing with Python by Rajalingappaa Shanmugamani, Rajesh Arumugam

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Kernel

The kernel is the small window used by a CNN to slide across the feature map. As shown in the following diagram, the kernel is used to go in a sliding window motion and produce output feature maps:

The kernel can come in various sizes of rectangles and can move in longer or shorter strides. 

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required