Computer Vision Using Deep Learning: Neural Network Architectures with Python and Keras

© Vaibhav Verdhan 2021

V. VerdhanComputer Vision Using Deep Learninghttps://doi.org/10.1007/978-1-4842-6616-8_2

2. Nuts and Bolts of Deep Learning for Computer Vision

Vaibhav Verdhan¹  

(1)

Limerick, Ireland

 

The mind is not a vessel to be filled, but a fire to be kindled.—Plutarch

We humans are blessed with extraordinary powers of mind. These powers allow us to differentiate and distinguish, develop new skills, learn new arts, and make rational decisions. Our visual powers have no limits. We can recognize faces regardless of pose and background. We can distinguish objects like cars, dogs, tables, phones, and so on irrespective of the brand and type. We can recognize colors and shapes and distinguish clearly and easily between them. This power is ...