January 2019
Intermediate to advanced
316 pages
8h 16m
English
Content preview from Generative Adversarial Networks Projects
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Practical applications of a pix2pix network
There are many applications of a pix2pix network. These include the following:
- To convert pixel level segmentation into real images
- To convert day images into night images and vice versa
- To convert satellite areal images into map images
- To convert sketches into photos
- To convert black and white images into colored images and vice versa
The following is an image that was taken from the official paper indicated. It shows the different use cases of a pix2pix network:
Source: Image-to-Image Translation with Conditional Adversarial Networks:
Source: arXiv:1611.07004 [cs.CV]
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