shoegazerstella / Deep-Learning-with-CryptoPunks

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

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 Female & Male CryptoPunks

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.