BSDS500

by No License

BSDS500

This new dataset is an extension of the BSDS300, where the original 300 images are used for training / validation and 200 fresh images, together with human annotations, are added for testing. Each image was segmented by five different subjects on average. Performance is evaluated by measuring Precision / Recall on detected boundaries and three additional region-based metrics.Contour Detection and Hierarchical Image SegmentationP. Arbelaez, M. Maire, C. Fowlkes and J. Malik.IEEE TPAMI, Vol. 33, No. 5, pp. 898-916, May 2011.[PDF] [BibTex]

Dataset Attributes

Label SVG
CategoriesEdge, Contour, Detection