https://github.com/discus0434/evaluate-images-to-feed-diffusion

Small notebook to preprocess and evaluate images.
https://github.com/discus0434/evaluate-images-to-feed-diffusion

Last synced: 7 days ago
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Small notebook to preprocess and evaluate images.

• Host: GitHub
• URL: https://github.com/discus0434/evaluate-images-to-feed-diffusion
• Owner: discus0434
• Created: 2022-11-10T15:18:11.000Z (almost 2 years ago)
• Default Branch: master
• Last Pushed: 2022-11-11T12:23:49.000Z (almost 2 years ago)
• Last Synced: 2023-03-10T06:11:10.454Z (over 1 year ago)
• Language: Python
• Homepage:
• Size: 32.2 KB
• Stars: 12
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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`.

```bash

docker build . -t eval_images

```

2. Then, run.

```bash

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

```

### Conda

1. Create virtual environment from `environment.yaml`.

```bash

conda env create -f=environment.yaml

conda activate sd

```

2. Run `setup.sh`.

```bash

chmod +x ./setup.sh

./setup.sh

```