Evaluate Images to Feed Diffusion

Simple Description

A small notebook to:

• Preprocess images
• Evaluate how difficult the model grasp the features of your images
  • evaluated mainly by perceptual and GAN's discriminator loss.

Installation

Docker

1. Just build Dockerfile.

docker build . -t eval_images

2. Then, run.

docker run -it --runtime=nvidia --gpus all -d --restart=always eval_images:latest bash

Conda

1. Create virtual environment from environment.yaml.

conda env create -f=environment.yaml
conda activate sd

2. Run setup.sh.

chmod +x ./setup.sh
./setup.sh