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Data Carpentry Image Processing Data

Version 4 2025-05-19, 11:54
Version 3 2023-04-14, 09:35
Version 2 2022-08-22, 14:33
Version 1 2022-03-28, 08:26
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posted on 2025-05-19, 11:54 authored by The CarpentriesThe Carpentries, Mark Meysenburg, Tessa Durham Brooks, Raychelle Burks, David Palmquist, Ulf Schiller

These files are intended for use with the Image Processing with Python curriculum from Data Carpentry. Files will be useful for instructors teaching this curriculum in a workshop setting, as well as individuals working through these materials on their own.


This curriculum uses a variety of example images, chosen to illustrate different concepts and techniques in image processing. Several of the images might be described as biological or scientific - e.g. bacterial colonies, plant seedlings and root clusters, well plates - but others are of common objects, e.g. remote controls, paper shapes, etc.


Have questions about this data or the Data Carpentry lesson it is used in? Please contact The Carpentries.


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  • beads.jpg: a photograph of twelve coloured glass beads on a white background.
  • board.jpg: a photograph of a whiteboard covered in writing in two different colours.
  • centers.txt: pixel coordinates of the centre of each well in the 96-well plate captured in wellplate-01.jpg.
  • chair.jpg: a photograph of an armchair.
  • colonies-01.tif: a photograph of bacterial colonies growing on a circular plate of medium.
  • colonies-02.tif: a photograph of bacterial colonies growing on a circular plate of medium.
  • colonies-03.tif: a photograph of bacterial colonies growing on a circular plate of medium.
  • eight.tif: a 5x3 pixel binary image with intensities in the shape of an "8".
  • environment.yml: a description of the Python environment required to follow the lesson, for use with conda.
  • gaussian-original.png: a drawn image combining text and simple shapes with the primary purpose to demonstrate the effects of blurring on the image.
  • maize-root-cluster.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label.
  • maize-roots-grayscale.jpg: a grayscale photograph of five maize seedlings with roots growing in laboratory medium, accompanied by a hand-written label.
  • maize-seedlings.tif: a photograph of five maize seedlings growing in laboratory medium, accompanied by a hand-written label.
  • plant-seedling.jpg: a photograph of a young plant growing next to a hand-written label.
  • remote-control.jpg: a photograph of a television remote control.
  • shapes-01.jpg: a photograph of a variety of shapes cut out from paper of different colours.
  • shapes-02.jpg: a photograph of a variety of shapes cut out from paper of different colours.
  • sudoku.png: an image of a typical sudoku puzzle.
  • tree.jpg: a photograph of a tree.
  • trial-016.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label.
  • trial-020.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label.
  • trial-216.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label.
  • trial-293.jpg: a photograph of a the roots of a maize plant, alongside a hand-written label.
  • wellplate-01.jpg: a photograph of a 96-well pate, captured from above.
  • wellplate-02.tif: a photograph of a 96-well pate, captured from above.

Funding

National Science Foundation ACI#1216869; Alfred P. Sloan Foundation G-2018-11120

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