https://github.com/replicate/img-quality-eval

Automatic quality evaluation web app for generative text-to-image models
https://github.com/replicate/img-quality-eval

Last synced: 6 months ago
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Automatic quality evaluation web app for generative text-to-image models

• Host: GitHub
• URL: https://github.com/replicate/img-quality-eval
• Owner: replicate
• License: apache-2.0
• Created: 2024-10-17T22:14:35.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-11-24T13:23:12.000Z (about 1 year ago)
• Last Synced: 2025-02-25T18:15:46.247Z (11 months ago)
• Language: JavaScript
• Size: 2.76 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# img-quality-eval

https://img-quality-eval.onrender.com/

Web app that compares the quality of generative text-to-image models.

![screenshot](screenshot.png)

## Features

* Generate images using Replicate models, or upload a dataset of existing images

* Evaluate prompt/image quality using CLIP, BLIP, Aesthetic, ImageReward, and PickScore using [FlashEval](https://replicate.com/andreasjansson/flash-eval)

* Evaluate image similarity using [DreamSim](https://replicate.com/andreasjansson/dreamsim)

* Evaluation results are stored in a database and can be shared

* Evaluations can be created using a web form or an API