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GridTiler() does not locate tiles correctly (artifacts-non tissue) #513

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@neoMerz

Description

@neoMerz

Describe the bug
GridTiler() finds glass artifacts as the biggest tissue box.

To Reproduce
Steps to reproduce the behavior:

  1. from histolab.slide import Slide
    from histolab.tiler import GridTiler
  2. grid_tiles_extractor = GridTiler(
    tile_size=(512, 512),
    level=3,
    check_tissue=False,
    tissue_percent=20.0,
    prefix=prefix + '_',
    suffix=".png"
    )
  3. grid_tiles_extractor.locate_tiles(
    slide=img,
    scale_factor=24, # default
    alpha=128, # default
    outline="red", # default
    )
  4. histolab_grid_1

Software (please complete the following information):

  • OS: Ubuntu
  • Python Version: 3.8
  • histolab version: 0.5.1

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