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ImagePulseV2-Edit-AddRemove

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kelseye commited on
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1
+ ---
2
+ license: apache-2.0
3
+ ---
4
+ # ImagePulseV2 Dataset - Local Add/Delete
5
+
6
+ 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.
7
+
8
+ * Open-source code: [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio)
9
+ * Technical report: [arXiv](https://arxiv.org/abs/2604.24351)
10
+ * Project homepage: [GitHub](https://modelscope.github.io/diffusion-templates-web/)
11
+ * 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)
12
+ * Online demo: [ModelScope Studio](https://modelscope.cn/studios/DiffSynth-Studio/Diffusion-Templates)
13
+ * Models: [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)
14
+ * Dataset: [ModelScope](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2), [ModelScope International](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2), [HuggingFace](https://huggingface.co/collections/DiffSynth-Studio/imagepulsev2)
15
+
16
+ ## Sample Data
17
+
18
+ |Add Command|Remove Command|Figure 1|Figure 2|
19
+ |-|-|-|-|
20
+ |Add a wooden cart filled with rocks in the foreground, positioned to the left of the cave entrance.|Remove the wooden cart filled with rocks from the foreground of the image.|![](./assets/1770728955980721647.png)|![](./assets/1770728956261166340.png)|
21
+ |Add a glowing, translucent yellow firefly with detailed wings, positioned centrally among the tree roots, emitting a soft, warm light that illuminates its immediate surroundings.|Remove the glowing yellow insect from the center of the image.|![](./assets/1770734676077331121.png)|![](./assets/1770734676426573221.png)|
22
+ |Add a black witch hat with a wide brim and a pointed top to the girl's head, positioning it so that it sits centered above her forehead, partially obscuring her hair.|Remove the black witch hat from the girl's head.|![](./assets/1770743882182965718.png)|![](./assets/1770743881852859618.png)|
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1
+ ---
2
+ license: Apache License 2.0
3
+ ---
4
+ # ImagePulseV2 数据集-局部增删
5
+
6
+ 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。
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
+ |添加指令|删除指令|图1|图2|
19
+ |-|-|-|-|
20
+ |Add a wooden cart filled with rocks in the foreground, positioned to the left of the cave entrance.|Remove the wooden cart filled with rocks from the foreground of the image.|![](./assets/1770728955980721647.png)|![](./assets/1770728956261166340.png)|
21
+ |Add a glowing, translucent yellow firefly with detailed wings, positioned centrally among the tree roots, emitting a soft, warm light that illuminates its immediate surroundings.|Remove the glowing yellow insect from the center of the image.|![](./assets/1770734676077331121.png)|![](./assets/1770734676426573221.png)|
22
+ |Add a black witch hat with a wide brim and a pointed top to the girl's head, positioning it so that it sits centered above her forehead, partially obscuring her hair.|Remove the black witch hat from the girl's head.|![](./assets/1770743882182965718.png)|![](./assets/1770743881852859618.png)|
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