DiffSynth-Studio/ImagePulseV2-Edit-Background
ImagePulseV2 Dataset - Background Replacement The ImagePulseV2 dataset is a collection we constructed for training the Diffusion Templates series of models. It consists of multiple subsets generated using models such as Z-Image-Turbo, Qwen-Image, and Qwen-Image-Edit, based on prompts randomly sampled from DiffusionDB. Open-source code: DiffSynth-Studio Technical report: arXiv Project homepage: GitHub Documentation: English Version, Chinese Version Online demo: ModelScope Studio… See the full description on the dataset page: https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Background.
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1---2license: Apache License 2.03---4# ImagePulseV2 数据集-背景替换5 6ImagePulseV2 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。7 8* 开源代码：[DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio)9* 技术报告：[arXiv](https://arxiv.org/abs/2604.24351)10* 项目主页：[GitHub](https://modelscope.github.io/diffusion-templates-web/)11* 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)12* 在线体验：[魔搭社区创空间](https://modelscope.cn/studios/DiffSynth-Studio/Diffusion-Templates)13* 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)14* 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)15 16## 数据样例17 18|编辑指令|反向编辑指令|图1|图2|19|-|-|-|-|20|Replace the current urban background with a dark, stormy forest at night, featuring tall trees with glowing bioluminescent fungi and faint moonlight filtering through the canopy.|Replace the dark, moonlit forest background with a rainy, neon-lit cityscape at night, featuring glowing signs and reflections on wet pavement, while keeping Batman's pose, armor, and the glowing mushrooms in the foreground.|||21|将背景天空从阴天改为日落时分的橙粉色渐变天空，同时调整整体色调，使船体和海面反射出暖色光晕。|将天空从日落的橙粉色渐变改为阴天的灰蓝色，同时调整海水颜色为深蓝色，使整体画面色调更冷峻。|||22|将背景从阴云密布的森林改为晴朗的星空，保留塔楼和魔法师，添加漂浮的星辰和星座光点，使整体氛围更神秘浩瀚。|将背景从星空替换为阴沉的森林云雾，同时保持塔楼、法师和漂浮物的原有构图与细节。|||23