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README.md

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+---
+license: apache-2.0
+---
+# ImagePulseV2 Dataset - Lighting Adjustment
+
+The ImagePulseV2 dataset is a custom-built dataset we created 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](https://github.com/modelscope/DiffSynth-Studio)
+* Technical report: [arXiv](https://arxiv.org/abs/2604.24351)
+* Project homepage: [GitHub](https://modelscope.github.io/diffusion-templates-web/)
+* Documentation: [English Version](https://diffsynth-studio-doc.readthedocs.io/en/latest/Diffusion_Templates/Introducing_Diffusion_Templates.html), [Chinese Version](https://diffsynth-studio-doc.readthedocs.io/zh-cn/latest/Diffusion_Templates/Introducing_Diffusion_Templates.html)
+* Try online: [ModelScope Studio](https://modelscope.cn/studios/DiffSynth-Studio/Diffusion-Templates)
+* Model collections: [ModelScope](https://modelscope.cn/collections/DiffSynth-Studio/KleinBase4B-Templates), [ModelScope International](https://modelscope.ai/collections/DiffSynth-Studio/KleinBase4B-Templates), [HuggingFace](https://huggingface.co/collections/DiffSynth-Studio/kleinbase4b-templates)
+* Datasets: [ModelScope](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2), [ModelScope International](https://modelscope.ai/collections/DiffSynth-Studio/ImagePulseV2), [HuggingFace](https://huggingface.co/collections/DiffSynth-Studio/imagepulsev2)
+
+## Data Examples
+
+|Editing Instruction|Input Image|Output Image|
+|-|-|-|
+|Relight the image using spotlight illumination|![](./assets/1770796622177340560.png)|![](./assets/1770796622518149904.png)|
+|Relight the image using noon sunlight (neutral color temperature, strong light, sharp shadows)|![](./assets/1770798230322448065.png)|![](./assets/1770798230653440897.png)|
+|Relight the image using irregular gap lighting (dappled light through树叶)|![](./assets/1770806216974680151.png)|![](./assets/1770806217321188257.png)|

README_from_modelscope.md

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+---
+license: Apache License 2.0
+---
+# ImagePulseV2 数据集-光照调整
+
+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|输入图|输出图|
+|-|-|-|
+|重新照明，使用聚光灯的光线对图片进行重新照明|![](./assets/1770796622177340560.png)|![](./assets/1770796622518149904.png)|
+|重新照明，使用正午阳光（色温中性，光线强烈，阴影清晰）的光线对图片进行重新照明|![](./assets/1770798230322448065.png)|![](./assets/1770798230653440897.png)|
+|重新照明，使用不规则缝隙光（树叶斑驳光影）的光线对图片进行重新照明|![](./assets/1770806216974680151.png)|![](./assets/1770806217321188257.png)|

assets/1770796622851460743.json

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+{"image": "1770796622177340560.png", "image_edited": "1770796622518149904.png", "edit_prompt": "重新照明，使用聚光灯的光线对图片进行重新照明", "generated_edit_prompt": "Apply a strong, focused spotlight effect from above, casting dramatic shadows across the cobblestone path and illuminating the gate from behind, while darkening the surrounding environment to create a high-contrast, cinematic mood.", "generated_reversed_edit_prompt": "将顶部的强光聚光灯效果替换为均匀的阴天漫射光，使整体画面从高对比度戏剧性光影转为柔和、写实的阴雨氛围。"}

assets/1770798230969023811.json

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+{"image": "1770798230322448065.png", "image_edited": "1770798230653440897.png", "edit_prompt": "重新照明，使用正午阳光（色温中性，光线强烈，阴影清晰）的光线对图片进行重新照明", "generated_edit_prompt": "增加强烈的侧向光源，在雕塑下方投射出清晰的阴影，并使蓝色表面产生高光。", "generated_reversed_edit_prompt": "Decrease the intensity of the bright spotlight on the hippo and the white surface, and increase the overall ambient light to create a more evenly lit, softer scene."}

assets/1770806217641876119.json

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+{"image": "1770806216974680151.png", "image_edited": "1770806217321188257.png", "edit_prompt": "重新照明，使用不规则缝隙光（树叶斑驳光影）的光线对图片进行重新照明", "generated_edit_prompt": "Apply a warm, directional light effect from the left side, casting soft, geometric shadows across her face and neck, mimicking sunlight filtering through window blinds.", "generated_reversed_edit_prompt": "Remove the window light pattern casting shadows on the woman's face and neck."}

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