| --- |
| license: apache-2.0 |
| --- |
| # ImagePulseV2 Dataset - Local Add/Delete |
|
|
| 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](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) |
| * 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) |
| * 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) |
|
|
| ## Sample Data |
|
|
| |Add Command|Remove Command|Figure 1|Figure 2| |
| |-|-|-|-| |
| |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.||| |
| |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.||| |
| |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.||| |
