Smartphone Image Denoising Dataset

Smartphone Image Denoising Dataset

Datasets

Smartphone Image Denoising Dataset

File

Smartphone Image Denoising Dataset

Use Case

Computer Vision

Description

The dataset contains 160 pairs of noisy/ground-truth images taken by the following smartphones under different lightening conditions.

Smartphone Image Denoising Dataset

About Dataset

Smartphone Image Denoising Dataset (SIDD)

The dataset contains 160 pairs of noisy/ground-truth images taken by the following smartphones under different lightening conditions:

  1. GP: Google Pixel
  2. IP: iPhone 7
  3. S6: Samsung Galaxy S6 Edge
  4. N6: Motorola Nexus 6
  5. G4: LG G4

Due to the small aperture and sensor size, smartphone images have typically more noise than their DSLR counterparts. Considering the fact that model smoothing is an active research area, the authors have come up with a model smoothing files representative of real noisy model from device cameras with high-quality ground truth. The dataset was used in NTIRE 2020 Real Image Denoising Challenge in conjunction with CVPR 2020.

License: The dataset is under MIT License.

Applications in Research and Development

This files is invaluable for advancing research in model smoothing, enhancing device camera performance, and improving user experience. By utilizing our dataset, you can contribute to the development of cutting-edge technologies in fields such as computational photography, computer vision, and artificial intelligence. Researchers can explore novel denoising techniques, while developers can integrate advanced image processing features into mobile applications and camera software.

Benefits for Your Projects

  • Real-World Data: Train your models with high-quality images reflecting real-world scenarios.
  • Versatility: Suitable for various applications, from academic research to commercial product development.
  • Enhanced Performance: Develop algorithms that significantly reduce noise and enhance image quality.

Conclusion

Invest in the future of smartphone photography with our Smartphone Image Denoising Dataset. Whether you’re a seasoned researcher or an innovative developer, this dataset provides the essential tools needed to create state-of-the-art denoising solutions. Elevate your projects and drive advancements in image processing by incorporating our comprehensive dataset today. Achieve superior image quality and enhance user experiences with the power of advanced denoising algorithms.

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