---
title: ImagePulse-ZoominZoomout
canonical_url: "https://www.modelscope.ai/datasets/DiffSynth-Studio/ImagePulse-ZoominZoomout"
md_url: "https://www.modelscope.ai/datasets/DiffSynth-Studio/ImagePulse-ZoominZoomout.md"
repository: DiffSynth-Studio/ImagePulse-ZoominZoomout
last_updated: 2026-06-29
license: "Apache License 2.0"
storage_size: "329 GB"
downloads: 233
stars: 0
---

# ImagePulse-ZoominZoomout

> ImagePulse-ZoominZoomout - An open-source dataset by DiffSynth-Studio on ModelScope. 本数据集由开源项目 ImagePulse 构建，可用于训练超分辨率和扩图任务。

DiffSynth-Studio/ImagePulse-ZoominZoomout is a dataset on ModelScope. totalling 329 GB. licensed under Apache License 2.0.

- **Repository**: DiffSynth-Studio/ImagePulse-ZoominZoomout
- **License**: Apache License 2.0
- **Storage size**: 329 GB
- **Downloads**: 233
- **Stars**: 0
- **Last updated**: 2026-06-29

Source: https://www.modelscope.ai/datasets/DiffSynth-Studio/ImagePulse-ZoominZoomout

---

# 图律脉动数据集-放大、缩小

本数据集由开源项目 [ImagePulse](https://github.com/modelscope/ImagePulse) 构建，可用于训练超分辨率和扩图任务。

主要字段说明：

* `image_1`: 图像1
* `image_cropped`: 裁剪图像，从图像1中裁剪出的部分
* `image_2`: 图像2，将裁剪图像放大得到的图像
* `mask`: 图像2所覆盖的图像1区域
* `editing_instruction`: 将图像1编辑成图像2所需的文本指令
* `reverse_editing_instruction`: 将图像2编辑成图像1所需的文本指令

数据集构建流程：

* 在数据集 [DiffusionDB](https://modelscope.cn/datasets/AI-ModelScope/diffusiondb) 中随机抽取提示词
* 用 [FLUX](https://modelscope.cn/models/black-forest-labs/FLUX.1-dev) 模型根据提示词生成图像1
* 用 [Qwen-VL](https://modelscope.cn/models/Qwen/Qwen2.5-VL-72B-Instruct) 模型以 bbox 格式标注出图像1中的实体，并随机裁剪某一区域得到裁剪图像
* 用 [Qwen-VL](https://modelscope.cn/models/Qwen/Qwen2.5-VL-72B-Instruct) 编写裁剪部分的提示词
* 用 [FLUX](https://modelscope.cn/models/black-forest-labs/FLUX.1-dev) 和 [Upscaler-ControlNet](https://modelscope.cn/models/jasperai/Flux.1-dev-Controlnet-Upscaler) 放大选中的区域，得到图像2
* 用 [Qwen-VL](https://modelscope.cn/models/Qwen/Qwen2.5-VL-72B-Instruct) 模型重新生成对偶编辑指令

数据样例：

|image_1|image_2|image_cropped|mask|editing_instruction|reverse_editing_instruction|
|-|-|-|-|-|-|
|![](examples/1744017806213212210.png)|![](examples/1744017806661371148.png)|![](examples/1744017807087521895.png)|![](examples/1744017807158059796.png)|Zoom in to focus on the headband.|Zoom out to show the full view of the anime girl.|
|![](examples/1744018155020381346.png)|![](examples/1744018155427860250.png)|![](examples/1744018155855043024.png)|![](examples/1744018156047318211.png)|Remove the superhero costume and replace it with a red shirt. Adjust the lighting to highlight the man's face.|Add a superhero costume with a red and yellow emblem on the chest and a red cape. Adjust the lighting to emphasize the costume.|
|![](examples/1744022952566167918.png)|![](examples/1744022953056227755.png)|![](examples/1744022953542855348.png)|![](examples/1744022953578925049.png)|Remove the elephant and replace it with a large rock.|Replace the large rock with an elephant.|