ComfyUI-Similarity-Score

ComfyUI-Similarity-Score
★ 6

相似度评估语义相似度感知相似度GPU加速
计算两张图像的CLIP（语义）与LPIPS（感知）相似度，支持GPU加速，便于快速评估图片相似性与质量。
💡 用于比较两张图像的语义和感知相似度以评估质量
🍴 1 Forks💻 Python🔄 2025-07-28
📦
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https://pan.quark.cn/s/79aaff81621b
📦 requirements.txt
torch>=2.0.0
torchvision>=0.15.0
clip-interrogator>=0.6.0
lpips>=0.1.4
Pillow>=9.0.0
numpy>=1.22.0
open-clip-torch
📄 README

ComfyUI Image Similarity Node

A custom node for ComfyUI that calculates CLIP and LPIPS similarity scores between two images.

Features

  • CLIP similarity score (semantic similarity)
  • LPIPS similarity score (perceptual similarity)
  • GPU acceleration support

    • Installation

    Clone this repository to your ComfyUI custom nodes directory: