OmniStyle-150K Dataset

OmniStyle-150K is a high-quality triplet dataset specifically designed for generalizable, controllable, and high-resolution image style transfer. Each sample in the dataset consists of a content image, a style image, and a corresponding stylized result.

📦 Dataset Structure

• OmniStyle-150K: 风格化图像数据集
• content: 原始内容图像
• style: 风格参考图像

🚀 How to Use

Step 1: 解压数据

请将以下三个压缩文件分别解压到当前目录：

• content/: 包含原始内容图像
• style/: 包含风格参考图像
• OmniStyle-150K/: 包含风格迁移结果（stylized images）

Step 2: 读取三元组数据

你可以使用以下代码遍历 OmniStyle-150K 文件夹，提取内容图、风格图和风格化图像路径，用于模型训练、评估或分析。

```python import os from tqdm import tqdm

stylized_folder = “OmniStyle-150K” content_folder = “content” style_folder = “style”

for img in tqdm(sorted(os.listdir(stylized_folder))): # 解析文件名 cnt_name, style_name = img.split(“&&”) style_name = style_name[:-4] # 去掉文件后缀（例如 .jpg/.png）

# 构造路径
cnt_path = os.path.join(content_folder, cnt_name)
style_path = os.path.join(style_folder, style_name)
stylized_path = os.path.join(stylized_folder, img)

# Here is the code for your customized processing workflow
# For example:
# - load images
# - perform training
# - save triplets, etc.