Chapter 4: Enhancing and Styling Images with DeepDream, Neural Style Transfer, and Image Super-Resolution
Although deep neural networks excel in traditional computer vision tasks for purely practical applications, they have a fun side too! As we'll discover in this chapter, we can unlock the artistic side of deep learning with the help of a little bit of cleverness and math, of course!
We'll start this chapter by covering DeepDream, an algorithm used to make neural networks produce dream-like images. Next, we'll seize the power of transfer learning to apply the style of famous paintings to our own images (this is known as Neural Style Transfer). Finally, we'll close with Image Super-Resolution, a deep learning approach that's used to improve the quality of an image.
In this chapter, we will cover the following recipes:
- Implementing DeepDream
- Generating your own dreamy images
- Implementing Neural Style Transfer
- Applying style transfer...
