ferdavid1 / AlbumArtGAN

Generating a unique piece of album art for my next music project, using a Deep Convolutional Generative Adversarial Network trained on a couple thousand of my favorite records' art.

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ai art artificial-intelligence gan generative-adversarial-network generative-art machine-learning music neural-network neural-networks neuralnetwork python pytorch

AlbumArtGAN

Deep Convolutional Generative Adversarial Network in Pytorch for album art generation

- uses Spotify API to pull album art from 2k of my favorite records.

Album Art Contenders

- from lr = 0.001:
	- 400_scaled.png
	- 800_scaled.png
	- 1200_scaled.png
	- 2000_scaled.png
	- 3200_scaled.png
	- 3600_scaled.png
	- 5200_scaled.png

- from lr = 0.0002:
	- 1200_scaled.png
	- 2000_scaled.png
	- 3200_scaled.png
	- 5200_scaled.png

About

Generating a unique piece of album art for my next music project, using a Deep Convolutional Generative Adversarial Network trained on a couple thousand of my favorite records' art.

ai art artificial-intelligence gan generative-adversarial-network generative-art machine-learning music neural-network neural-networks neuralnetwork python pytorch

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Language:Python 100.0%