# ComfyUI-PickScore-Nodes

**Repository Path**: analyzesystem/ComfyUI-PickScore-Nodes

## Basic Information

- **Project Name**: ComfyUI-PickScore-Nodes
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-05-21
- **Last Updated**: 2024-05-21

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# ComfyUI PickScore Nodes
Image scoring nodes for [ComfyUI](https://github.com/comfyanonymous/ComfyUI) using [PickScore](https://github.com/yuvalkirstain/PickScore) to predict which images in a batch best fit a given prompt.

## Installation
Clone the repository to `custom_nodes`:
```
git clone https://github.com/Zuellni/ComfyUI-PickScore-Nodes custom_nodes/ComfyUI-PickScore-Nodes
```

## Nodes
Name | Description
:--- | :---
Loader | Loads scoring models from [Hugging Face](https://huggingface.co) or a given directory. The [default](https://huggingface.co/yuvalkirstain/PickScore_v1) one is around 4GB.
Processor | Takes images/text and converts them to inputs for the `Selector` node.
Selector | Selects up to `limit` best images and passes them to other nodes along with latents/masks of the same shape. Interrupts processing if the `threshold` isn't reached.

## Workflow
The example workflow is embedded in the image below and can be opened in ComfyUI.

![workflow](https://github.com/Zuellni/ComfyUI-PickScore-Nodes/assets/123005779/9f439d31-c3cc-4e06-b650-eb2e102344e6)