turtle

deploy your own tiny image model for production in a flash

backend

activate backend:

uvicorn backend:app --reload --host 0.0.0.0 --port 8000

frontend

setup

cd frontend
npm i

activate frontend:

npm run dev

*you should go through the model training process (see pixel below) for obtaining the generator_model.safetensors as backend model in order to activating your backend otherwise it doesn't work (can't make it without a model file)

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model training: pixel

git clone the pixel repo:

git clone https://github.com/mochiyaki/pixel

get inside the cloned folder:

cd pixel

start training with the sample dataset (in ./data/):

python trainer.py

training epoch (currently 50)