02 DCGAN

I trained my own models for DCGAN.
I first tried with the instagram pictures of one of my favorite photographer, Hamada Hideaki.
I used the Instagram scrapper made by Richard Arcega for scrapping the imags.
However, after finishing this first DCGAN model training, I realized that DCGAN results are hard to be satisfying with random images.

Therefore, I gave it another go with images with a specific subject, Northern light (a.k.a., Aurora).
I scrapped northern light images from Bing image search.
Since the Bing image scraper provided in ml4a-guide/utils didn’t work for some reason, I made my own scraper and scrapped about 2000 images of northern light.

 

The Summary of Training Process

1. Setting up
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