WithoutBG100 Image Matting Dataset

A collection of 100 high-quality image and alpha matte pairs, specifically curated to enhance and test image background removal algorithms. This dataset features complex elements like fur and transparent objects, providing a comprehensive challenge for matting techniques.

Key Features of the Dataset

  • Varied Complexity: The dataset incorporates challenging elements such as fur and transparent objects, presenting diverse scenarios for testing and evaluating image matting algorithms.
  • High-Quality Source Material: All images are sourced from Unsplash, ensuring premium, royalty-free content that maintains high visual standards while being suitable for research purposes.
  • Ideal for Research and Development: Perfect for developers, researchers, and image processing enthusiasts looking to test and refine their techniques with real-world examples.

Example Images

jar original image

Original Image

jar alpha matte

Background Removed

Photo by Nada Gamal on Unsplash

dandelion original image

Original Image

dandelion alpha matte

Background Removed

Photo by Alina and David on Unsplash

net original image

Original Image

net alpha matte

Background Removed

Photo by Raghavendra Saralaya on Unsplash

umbrella original image

Original Image

umbrella alpha matte

Background Removed

Photo by Kevin Erdvig on Unsplash

Contact for Accessing the Dataset

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Acknowledgements

Our sincere thanks go to the contributors and the community at Unsplash. Although the images from Unsplash are free, users are encouraged to review the Unsplash website to understand the specifics of their licensing agreements, ensuring compliance with usage terms.