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| license: apache-2.0 |
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| # ImagePulseV2 Dataset - Foreground Editing |
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| 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. |
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| * 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) |
| * Online demo: [ModelScope Studio](https://modelscope.cn/studios/DiffSynth-Studio/Diffusion-Templates) |
| * Model collection: [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) |
| * Dataset: [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) |
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| ## Data Examples |
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| |Editing Instruction|Reverse Editing Instruction|Image 1|Image 2| |
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| |Replace the blue cylindrical object on the central machine platform with a glowing red faceted gemstone, and adjust the overall scene tone to a pinkish warm color palette.|Replace the red faceted gemstone in the center with a blue-and-orange mechanical device.||| |
| |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.||| |
