14 Convolutional neural networks
This chapter covers
- Examining the components of a convolutional neural network
- Classifying natural images using deep learning
- Improving neural network performance—tips and tricks
Grocery shopping after an exhausting day is a taxing experience. My eyes get bombarded with too much information. Sales, coupons, colors, toddlers, flashing lights, and crowded aisles are a few examples of all the signals forwarded to my visual cortex, whether or not I try to pay attention. The visual system absorbs an abundance of information.
Ever heard the phrase “A picture is worth a thousand words”? That might be true for you or me, but can a machine find meaning within images as well? The photoreceptor cells in our retinas pick ...
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