ParisStreetView-RandomMasks: Large-Scale Urban Image Inpainting Dataset with Random Irregular Masks
收藏Zenodo2026-05-16 更新2026-05-26 收录
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https://zenodo.org/doi/10.5281/zenodo.20233924
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资源简介：
ParisStreetView-RandomMasks
ParisStreetView-RandomMasks is a large-scale urban image inpainting dataset designed for computer vision researchers, generative AI developers, and deep learning practitioners working on image restoration and scene completion tasks.
The dataset contains 22,601 street-view images along with synthetically generated irregular random masks and corresponding corrupted images for image inpainting research.
Dataset Contents
Original urban street-view images
Random irregular free-form masks
Corrupted images for inpainting tasks
Metadata annotations
Training and validation split support
Dataset Structure
Dataset/
├── images/
├── masks/
├── corrupted/
├── train.txt
├── val.txt
└── annotations.csv
Applications
Image Inpainting
Diffusion Model Training
Scene Completion
Generative AI
Computer Vision Research
Image Restoration
Deep Learning Benchmarking
Mask Generation
The masks were generated using irregular free-form random stroke simulation methods with varying thickness and region complexity to create realistic missing regions for supervised inpainting training.
Recommended Models
LaMa
Partial Convolution
Stable Diffusion Inpainting
EdgeConnect
Context Encoder
Research Domains
Computer Vision
Generative AI
Deep Learning
Image Processing
Scene Understanding
Acknowledgement
This work is based on the original Paris StreetView dataset. Additional preprocessing, random mask generation, and corrupted image creation were performed for image inpainting and diffusion model research purposes.
Please refer to the original dataset and authors for the base street-view imagery.
License
Please comply with the original dataset license and attribution requirements where applicable.
Additional resources related to deep learning, image processing, and computer vision research can be found at:
Deep Learning Projects and Research Topics
Image Processing and Computer Vision Projects
提供机构：
Zenodo
创建时间：
2026-05-16
