Datasetpublic

DiffSynth-Studio/ImagePulseV2-Edit-Background

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… See the full description on the dataset page: https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Background.

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Dataset Card

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.	[image]	[image]
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.	[image]	[image]
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.	[image]	[image]