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Add cell tracking demo including optimisation of tracking parameters #1069

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merged 8 commits into from
Aug 23, 2024

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nwitts-dstl
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Demo for tracking biological cells in microscopy time lapse imagery, including optimisation of tracking parameters using Optuna.

@nwitts-dstl nwitts-dstl requested a review from a team as a code owner August 1, 2024 13:44
@nwitts-dstl nwitts-dstl requested review from nperree-dstl and spike-dstl and removed request for a team August 1, 2024 13:44
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codecov bot commented Aug 1, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 93.56%. Comparing base (279f8a5) to head (2fcfb66).
Report is 274 commits behind head on main.

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@@            Coverage Diff             @@
##             main    #1069      +/-   ##
==========================================
- Coverage   93.56%   93.56%   -0.01%     
==========================================
  Files         203      203              
  Lines       13123    13120       -3     
  Branches     2679     2679              
==========================================
- Hits        12279    12276       -3     
  Misses        594      594              
  Partials      250      250              
Flag Coverage Δ
integration 65.85% <ø> (-0.01%) ⬇️
unittests 89.20% <ø> (-0.01%) ⬇️

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Some documentation suggestions but overall it looks really good!

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nwitts-dstl and others added 6 commits August 6, 2024 14:37
Co-authored-by: Nicola Perree <71126372+nperree-dstl@users.noreply.github.com>
Co-authored-by: Nicola Perree <71126372+nperree-dstl@users.noreply.github.com>
Co-authored-by: Nicola Perree <71126372+nperree-dstl@users.noreply.github.com>
Co-authored-by: Nicola Perree <71126372+nperree-dstl@users.noreply.github.com>
Co-authored-by: Nicola Perree <71126372+nperree-dstl@users.noreply.github.com>
Co-authored-by: Nicola Perree <71126372+nperree-dstl@users.noreply.github.com>
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Looks good! Unfortunately you might need to regenerate all the additional files so they correspond with those changes (the .ipynb, .rst and .py.md5 files) - sorry!

@sdhiscocks sdhiscocks merged commit 8b368f7 into main Aug 23, 2024
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@sdhiscocks sdhiscocks deleted the cell_tracking_demo branch August 23, 2024 12:44
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4 participants