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Some Exploratory Deep Learning tasks on the multi-billion dollar CryptoPunk NFT collection.

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Deep-Learning-with-CryptoPunks

Some Exploratory Deep Learning tasks on the multi-billion dollar CryptoPunk NFT collection.

The code to accompany my medium article on Depp Learning with CryptoPunks.

Random DCGAN CryptoPunks

dcgan copy

DCGAN Female & Male CryptoPunks

dcgan_gender copy

Setup

In command line

  1. git clone https://github.com/tom-forbes/Deep-Learning-with-CryptoPunks : Clone the directory into your working environment
  2. cd Deep-Learning-with-CryptoPunks/ : Make sure you are in the correct directory
  3. python generate_data.py : run python script to call opensea API, saves CryptoPunk images and converts them to array, also saves relevant metadata. May take 1-1.5 hrs.
  4. You should now have the data in your directory to play with the classification and DCGAN scripts, they will work better with a GPU so i would upload the scripts to google colab if you havent got your own preference.

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Some Exploratory Deep Learning tasks on the multi-billion dollar CryptoPunk NFT collection.

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