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        <formatdesc>Example code taken from the OpenFlexure Microscope software, showing flat-field calibration of the Raspberry Pi camera module.</formatdesc>
        <language>en</language>
        <security>public</security>
        <license>cc_gnu_gpl</license>
        <main>recalibrate_utils.py</main>
        <content>code</content>
      </document>
    </documents>
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    <dir>disk0/00/00/07/64</dir>
    <datestamp>2020-04-02 10:41:13</datestamp>
    <lastmod>2026-02-07 05:53:21</lastmod>
    <status_changed>2020-04-02 10:41:13</status_changed>
    <type>data_collection</type>
    <metadata_visibility>show</metadata_visibility>
    <creators>
      <item>
        <name>
          <family>Bowman</family>
          <given>Richard</given>
        </name>
        <id>R.W.Bowman@bath.ac.uk</id>
        <orcid>0000-0002-1531-8199</orcid>
        <affiliation>University of Bath</affiliation>
        <contact>FALSE</contact>
      </item>
      <item>
        <name>
          <family>Stirling</family>
          <given>Julian</given>
        </name>
        <id>J.Stirling@bath.ac.uk</id>
        <orcid>0000-0002-8270-9237</orcid>
        <affiliation>University of Bath</affiliation>
        <contact>FALSE</contact>
      </item>
      <item>
        <name>
          <family>Collins</family>
          <given>Joel</given>
        </name>
        <id>J.Collins@bath.ac.uk</id>
        <orcid>0000-0002-9382-7511</orcid>
        <affiliation>University of Bath</affiliation>
        <contact>FALSE</contact>
      </item>
      <item>
        <name>
          <family>Vodenicharski</family>
          <given>Boyko</given>
        </name>
        <id>biv20@alumni.cam.ac.uk</id>
        <orcid>0000-0001-6540-3263</orcid>
        <affiliation>University of Cambridge</affiliation>
        <contact>FALSE</contact>
      </item>
    </creators>
    <title>Dataset for &quot;Flat-field and colour correction for the Raspberry Pi camera module&quot;</title>
    <subjects>
      <item>HH0030</item>
    </subjects>
    <divisions>
      <item>dept_physics</item>
    </divisions>
    <note>-   `analysis` contains the data analysis code.
-   `data` contains the images that we used for the graphs in the manuscript.
-   `neopixel_driver` is the arduino firmware.
-   `image_acquisition` includes the Python code that acquired the images and controlled the neopixel.
-   `calibration_jig` contains the printable files, source OpenSCAD files, and assembly instructions for the calibration jig.
-   `colour_test_sheet` contains source Inkscape SVG files and PDF renders of the test target used in the experiments.
-   `manuscript` contains the source files for the manuscript.</note>
    <abstract>This repository contains the hardware (OpenSCAD/STL files) and build instructions, software (Python scripts and Arduino firmware), data analysis (iPython notebook), and manuscript describing how to calibrate the colour response of a Raspberry Pi camera module.  It also includes the calibration images acquired during the preparation of the work.</abstract>
    <date>2020-04-02</date>
    <publisher>University of Bath</publisher>
    <full_text_status>public</full_text_status>
    <dataurl>
      <item>
        <link>https://gitlab.com/bath_open_instrumentation_group/picamera_cra_compensation</link>
        <description>GitLab repository with the dynamic version of this data</description>
      </item>
      <item>
        <link>https://github.com/rwb27/picamera</link>
        <description>Github repository containing the forked &quot;picamera&quot; library used in the paper</description>
      </item>
    </dataurl>
    <corp_contributors>
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        <corpname>University of Bath</corpname>
      </item>
    </corp_contributors>
    <funding>
      <item>
        <funder_name>Engineering and Physical Sciences Research Council</funder_name>
        <funder_id>https://doi.org/10.13039/501100000266</funder_id>
        <grant_id>EP/P029426/1</grant_id>
        <project_name>GCRF - Open Lab Instrumentation</project_name>
      </item>
      <item>
        <funder_name>Engineering and Physical Sciences Research Council</funder_name>
        <funder_id>https://doi.org/10.13039/501100000266</funder_id>
        <grant_id>EP/R013969/1</grant_id>
        <project_name>Detailed Malaria Diagnostics with Intelligent Microscopy</project_name>
      </item>
      <item>
        <funder_name>Engineering and Physical Sciences Research Council</funder_name>
        <funder_id>https://doi.org/10.13039/501100000266</funder_id>
        <grant_id>EP/R011443/1</grant_id>
        <project_name>Automated microscopy for high-throughput malaria research.</project_name>
      </item>
      <item>
        <funder_name>Royal Society</funder_name>
        <funder_id>https://doi.org/10.13039/501100000288</funder_id>
        <grant_id>URF\R1\180153</grant_id>
        <project_name>UR Fellowship - Robotic microscopy for globally accessible science &amp; healthcare</project_name>
      </item>
      <item>
        <funder_name>Royal Society</funder_name>
        <funder_id>https://doi.org/10.13039/501100000288</funder_id>
        <grant_id>RGF\EA\181034</grant_id>
        <project_name>Robotic microscopy for globally accessible science and healthcare</project_name>
      </item>
    </funding>
    <research_centres>
      <item>cent_photon</item>
    </research_centres>
    <collection_method>Images were acquired using a Raspberry Pi and camera module, controlled by the included Python scripts.</collection_method>
    <techinfo>A Python 3 environment with numpy, scipy, pillow, and other libraries as detailed in the ipython notebook.  The acquisition code will only run on a Raspberry Pi computer with the forked picamera library as described in the manuscript.</techinfo>
    <methodurl>
      <item>https://bath_open_instrumentation_group.gitlab.io/picamera_cra_compensation/</item>
    </methodurl>
    <language>en</language>
    <version>1</version>
    <doi>10.15125/BATH-00764</doi>
    <related_resources>
      <item>
        <link>https://doi.org/10.5334/joh.20</link>
        <type>pub</type>
      </item>
    </related_resources>
    <access_types>
      <item>open</item>
    </access_types>
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