Dataset Zoo

See image output visualization on Imagen Museum.

Dataset page for ImagenHub:

Text-guided Image Generation Benchmark Dataset

https://huggingface.co/datasets/ImagenHub/Text_to_Image

from datasets import load_dataset
infer_dataset = load_dataset("ImagenHub/Text_to_Image")['eval']

Mask-guided Image Editing Benchmark Dataset

https://huggingface.co/datasets/ImagenHub/Mask_Guided_Image_Editing

from datasets import load_dataset
infer_dataset = load_dataset("ImagenHub/Mask_Guided_Image_Editing")['filtered']

Text-guided Image Editing Benchmark Dataset

https://huggingface.co/datasets/ImagenHub/Text_Guided_Image_Editing

from datasets import load_dataset
infer_dataset = load_dataset("ImagenHub/Text_Guided_Image_Editing")['filtered']

Subject-driven Image Generation Benchmark Dataset

https://huggingface.co/datasets/ImagenHub/Subject_Driven_Image_Generation

from datasets import load_dataset
train_dataset = load_dataset("ImagenHub/DreamBooth_Concepts")['train']
infer_dataset = load_dataset("ImagenHub/Subject_Driven_Image_Generation")['eval']

Subject-driven Image Editing Benchmark Dataset

https://huggingface.co/datasets/ImagenHub/Subject_Driven_Image_Editing

from datasets import load_dataset
train_dataset = load_dataset("ImagenHub/DreamBooth_Concepts")['train']
infer_dataset = load_dataset("ImagenHub/Subject_Driven_Image_Editing")['eval']

Multi-concept Image Composition Benchmark Dataset

https://huggingface.co/datasets/ImagenHub/Multi_Subject_Driven_Image_Generation

from datasets import load_dataset
train_dataset = load_dataset("ImagenHub/Multi_Subject_Concepts")['train']
infer_dataset = load_dataset("ImagenHub/Multi_Subject_Driven_Image_Generation")['train']

Control-guided Image Generation Benchmark Dataset

https://huggingface.co/datasets/ImagenHub/Control_Guided_Image_Generation

from datasets import load_dataset
infer_dataset = load_dataset("ImagenHub/Control_Guided_Image_Generation")['eval']