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- ---
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- license: cc-by-nc-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-nc-4.0
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+ task_categories:
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+ - text-to-image
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+ language:
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+ - en
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+ size_categories:
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+ - 1M<n<10M
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+ ---
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+
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+ ## SEED-Data-Edit
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+
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+ ![image](https://github.com/AILab-CVC/SEED-X/blob/main/demos/SEED-Data-Edit.jpg?raw=true)
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+ SEED-Data-Edit is a hybrid dataset for **instruction-guided image editing** with a total of 3.7 image editing pairs, which comprises three distinct types of data:
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+
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+ **Part-1**: Large-scale high-quality editing data produced by automated pipelines (3.5M editing pairs).
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+
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+ **Part-2**: Real-world scenario data collected from the internet (52K editing pairs).
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+
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+ **Part-3**: High-precision multi-turn editing data annotated by humans (95K editing pairs, 21K multi-turn rounds with a maximum of 5 rounds).
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+
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+ This repo contains Part-1 of SEED-Data-Edit, with source images come from [Unsplash](https://github.com/unsplash/datasets).
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+
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+ After downloading the data, you first need to reassemble the split files back into the original .tar.gz file as below, and then unzip the files.
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+
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+ ```bash
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+ cat unsplash_images.tar.gz.part-* > unsplash_images.tar.gz
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+ ```
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+
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+ The folder "annotations" contains the original instructions, while this folder "annotations_GPT4V" stores a small portion of instructions that have been rewritten by GPT-4V.
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+
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+ ## SEED-X-Edit
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+ You can download the image editing model SEED-X-Edit in [Model](https://huggingface.co/AILab-CVC/SEED-X-17B/tree/main/seed_x_edit),
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+ which is instruction tuned from the pre-trained [SEED-X](https://arxiv.org/abs/2404.14396) with SEED-Data-Edit.
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+
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+ For inference with SEED-X-Edit, you can refer to [SEED-X](https://github.com/AILab-CVC/SEED-X/tree/main).
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+
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+ ![image](https://github.com/AILab-CVC/SEED-X/blob/main/demos/edit_comparison.jpg?raw=true)
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+
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+ ## License
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+ SEED-X-Edit is released under the license CC-BY-NC-4.0 for non-commercial research purpose only.
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+ Any use of the dataset for commercial purposes is strictly prohibited.
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+
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+ For Part-1, we use images from [Unsplash](https://github.com/unsplash/datasets) and [Openimages](https://arxiv.org/pdf/1811.00982).
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+
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+ For Part-2, we collect images from [Photoshopbattles](https://www.reddit.com/r/photoshopbattles/), [Photoshop gurus](https://www.photoshopgurus.com/forum/),
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+ [Photoshoprequest](https://www.reddit.com/r/PhotoshopRequest/), and [Zhopped](http://zhopped.com/).
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+
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+ For Part-3, we use images from [Unsplash](https://github.com/unsplash/datasets), [SAM](https://arxiv.org/abs/2304.02643), and [JourneyDB](https://arxiv.org/abs/2307.00716).
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+
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+ Tencent does not hold the copyright for these images and the copyright belongs to the original owner.
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+
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+ If any image in SEED-Data-Edit infringes upon your rights, please contact us immediately and we will promptly remove the corresponding data.