/nft-generative

Primary LanguagePython

generative

Purpose

  • Generative image generation from Traits files and part images.
  • Metadata generation from Traits files.

Install

Require

  • Python3
  • pip

Setup

Windows

# git clone ...
# cd nft-generative
# python -m venv env
# .\env\Scripts\activate
# pip install -r requirements.txt

Mac / Linux

# git clone ...
# cd nft-generative
# python -m venv env
# ./env/bin/activate
# pip install -r requirements.txt

Usage

  • Execution is intended to take place in the source directory
# cd ./source

Flow

generative_image

  • Requires a Traits file that defines the Config, part images and part combinations.
  • Trait files are intended to be generated in Pict and other formats and need to be tab-delimited

Example

# python3 generate_image.py --config=Config/config.yaml --save ./Output/Image

traits2json

  • Convert each line of a tab-delimited Trait to Json and output in CSV.This is identical to the trait file used in image generation.
  • Traits that are present in the image but not reflected in the metadata can be skipped with --ignore.

Example

python3 traits2json.py --path ./Input/Traits/traits.csv --save ./Output/Traits/traits_json.csv --ignore=backhair

csv2metadata

  • Output each line of the metadata CSV file as a separate Json file
  • CSV files as inputs need to be created separately, e.g. in Excel.

Example

python3 csv2metadata.py --path ./Input/Metadata/metadata.csv --save ./Output/Metadata

Sample