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license: apache-2.0
ImagePulseV2 Dataset - Background Replacement
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
- Technical report: arXiv
- Project homepage: GitHub
- Documentation: English Version, Chinese Version
- Online demo: ModelScope Studio Space
- Model collection: ModelScope, ModelScope International, HuggingFace
- Dataset: ModelScope, ModelScope International, HuggingFace
Data Examples
| Edit Command | Reverse Edit Command | Figure 1 | Figure 2 |
|---|---|---|---|
| Replace the current urban background with a dark, stormy forest at night, featuring tall trees with glowing bioluminescent fungi and faint moonlight filtering through the canopy. | Replace the dark, moonlit forest background with a rainy, neon-lit cityscape at night, featuring glowing signs and reflections on wet pavement, while keeping Batman's pose, armor, and the glowing mushrooms in the foreground. |  |
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| Change the overcast sky in the background to a sunset with a gradient of orange and pink hues, and adjust the overall color tone so that the ship and sea surface reflect warm glows. | Change the sky from a sunset's orange-pink gradient to an overcast grayish-blue, and adjust the sea color to deep blue, making the overall image tone cooler. |  |
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| Replace the gloomy, cloudy forest background with a clear starry sky, retaining the tower and the mage, and add floating stars and constellation highlights to create a more mysterious and vast atmosphere. | Replace the starry sky background with a somber, misty forest under cloudy skies, while preserving the original composition and details of the tower, mage, and floating elements. |  |
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