| license: Apache License 2.0 | |
| # ImagePulseV2 数据集-前景修改 | |
| ImagePulseV2 数据集是我们为训练 Diffusion Templates 系列模型而构造的数据集，数据集包含多个子集，根据 DiffusionDB 中随机采样的提示词，使用 Z-Image-Turbo、Qwen-Image、Qwen-Image-Edit 等模型生成得到。 | |
| * 开源代码：[DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio) | |
| * 技术报告：[arXiv](https://arxiv.org/abs/2604.24351) | |
| * 项目主页：[GitHub](https://modelscope.github.io/diffusion-templates-web/) | |
| * 文档参考：[English Version](https://diffsynth-studio-doc.readthedocs.io/en/latest/Diffusion_Templates/Introducing_Diffusion_Templates.html)、[中文版](https://diffsynth-studio-doc.readthedocs.io/zh-cn/latest/Diffusion_Templates/Introducing_Diffusion_Templates.html) | |
| * 在线体验：[魔搭社区创空间](https://modelscope.cn/studios/DiffSynth-Studio/Diffusion-Templates) | |
| * 模型集：[ModelScope](https://modelscope.cn/collections/DiffSynth-Studio/KleinBase4B-Templates)、[ModelScope 国际站](https://modelscope.ai/collections/DiffSynth-Studio/KleinBase4B-Templates)、[HuggingFace](https://huggingface.co/collections/DiffSynth-Studio/kleinbase4b-templates) | |
| * 数据集：[ModelScope](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2)、[ModelScope 国际站](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2)、[HuggingFace](https://huggingface.co/collections/DiffSynth-Studio/imagepulsev2) | |
| ## 数据样例 | |
| |编辑指令|反向编辑指令|图1|图2| | |
| |-|-|-|-| | |
| |将中央机器台上的蓝色圆柱形物体替换为一颗发光的红色多面宝石，并将整个场景的色调调整为偏粉红色的暖色系。|将中央的红色多面体宝石替换为一个蓝橙配色的机械装置。||| | |
| |Change the shape of the dog's ear to be more pointed and upright.|Change the dog's ears from pointed and upright to floppy and windswept.||| | |
| |Replace the glowing angel with a majestic dragon soaring above the forest.|Replace the dragon with an angel, keeping the same forest background, glowing mushrooms, and mossy bridge.||| | |