TheProjectsGuy / DataLines

A project for loading and manipulating datasets with minimal effort
https://datalines.readthedocs.io/en/latest/
GNU Lesser General Public License v3.0
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Add dataset: BSDS500 - Berkeley Segmentation Dataset 500 #1

Closed TheProjectsGuy closed 2 years ago

TheProjectsGuy commented 2 years ago

Describe the dataset BSDS500 (Berkley Segmentation Dataset) is a dataset primarily for Image segmentation and boundary detection.

References

Citation

@Article{amfm_pami2011,
 author = {Arbelaez, Pablo and Maire, Michael and Fowlkes, Charless and Malik, Jitendra},
 title = {Contour Detection and Hierarchical Image Segmentation},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 issue_date = {May 2011},
 volume = {33},
 number = {5},
 month = may,
 year = {2011},
 issn = {0162-8828},
 pages = {898--916},
 numpages = {19},
 url = {http://dx.doi.org/10.1109/TPAMI.2010.161},
 doi = {10.1109/TPAMI.2010.161},
 acmid = {1963088},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 keywords = {Contour detection, image segmentation, computer vision.},
} 

Samples image

Prior Work None found

TheProjectsGuy commented 2 years ago

Data loader implemented in v0.1.0