import io import os import re import sys import cv2 import numpy as np import pyiqa import timm import torch from sentence_transformers import SentenceTransformer device = "cuda" if torch.cuda.is_available() else "cpu" image_sim_model = SentenceTransformer("clip-ViT-B-32")