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100+ datasets found
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4Quant (2018). InteractiveSegmentation [Dataset]. https://www.kaggle.com/4quant/interactivesegmentation
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Data from: InteractiveSegmentation

Semantic Segmentation of Images using few paint strokes

Related Article
37 scholarly articles cite this dataset (View in Google Scholar)
zip(17354461 bytes)Available download formats
Dataset updated
Jan 10, 2018
Dataset authored and provided by
4Quant
Description

Context

Image Segmentation is a complicated problem that often cannot be performed in a fully automatic manner. We use this dataset as a way for testing and exploring methods to make such semi-automatic segmentation work better

Content

151 images with full segmentations and paint strokes (compiled by: http://www.robots.ox.ac.uk/~vgg/data/iseg/)

Acknowledgements

Visual Graphics Group at Oxford for Compiling the data GrabCut Dataset from Microsoft PASCAL Dataset Alpha Matting Dataset

Inspiration

  • How well do different techniques work at expanding the initial labels to a full segmentation?
  • Which techniques are quick enough to run in real time (the paint strokes are normally given and the user waits for feedback, they can't be precomputed)
  • Are any of these techniques easy to implement in the JavaScript so they could be browser-based?
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