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# CustomConcept101
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We release a dataset of 101 concepts with 3-15 images for each concept for evaluating model customization methods.
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We release a dataset of 101 concepts with 3-15 images for each concept for evaluating model customization methods. For a more detailed view target images please refer to our [webpage](https://www.cs.cmu.edu/~custom-diffusion/dataset.html).
*`outpkl`: the location to save evaluation results (default: evaluation.pkl)
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## Results
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We compare our method (Custom Diffusion) with [DreamBooth](https://dreambooth.github.io) and [Textual Inversion](https://textual-inversion.github.io) on this dataset. We trained DreamBooth and Textual Inversion according to the suggested hyperparameters in the respective papers. Both Ours and DreamBooth are trained with generated images as regularization.
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We compare our method (Custom Diffusion) with [DreamBooth](https://dreambooth.github.io) and [Textual Inversion](https://textual-inversion.github.io) on this dataset. We trained DreamBooth and Textual Inversion according to the suggested hyperparameters in the respective papers. Both Ours and DreamBooth are trained with generated images as regularization.
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