Super Resolution with SRGAN: from Dogs to Everything Else


Baseline Model: One Implementation

Summary of the Generator
Summary of the Discriminator

Training with a Different Dataset


Results after the 1st epoch
10th Epoch
200th epoch

Modified Model

How does the final model generalize to other types of images?

Result on Human
Result on cat: the color tune is a little off
Night scene: the color is also a little off
Words: high resolution has darker edges

Future Work



Data Scientist; interested in Computer Vision

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