From 2ab7e66d6db0699da3c5a0477e0af37767d755bd Mon Sep 17 00:00:00 2001 From: Brandon Lotero Date: Mon, 22 Apr 2024 12:21:59 -0500 Subject: [PATCH] docs\feat: #48 details on crowd seg dataset - added minor details on crowd seg dataset documentation --- docs/source/contribution.rst | 6 ++---- docs/source/experiments.rst | 15 ++++++++++++--- .../resources/crowd-seg-example-instances.png | Bin 0 -> 109671 bytes 3 files changed, 14 insertions(+), 7 deletions(-) create mode 100644 docs/source/resources/crowd-seg-example-instances.png diff --git a/docs/source/contribution.rst b/docs/source/contribution.rst index 89bbd11..3c01e9f 100644 --- a/docs/source/contribution.rst +++ b/docs/source/contribution.rst @@ -53,8 +53,8 @@ documentation pages. Development environment ======================= -Please setup your development environment with ``venv`` for python 3.11 as -follows +Please setup your development environment with ``venv`` for python 3.11 +as follows .. code:: bash @@ -78,8 +78,6 @@ Also, you can locally build doc pages with: .. code:: bash make html - - Besides, if you want to apply formatting to your docs, you can use ``rstfmt``: diff --git a/docs/source/experiments.rst b/docs/source/experiments.rst index 0beec99..32f9e83 100644 --- a/docs/source/experiments.rst +++ b/docs/source/experiments.rst @@ -23,9 +23,8 @@ and easily retriable format, available at the following link: https://github.com/UN-GCPDS/python-gcpds.image_segmentation -******************* - Scorers emulation -******************* +Scorers emulation +================= On itself, the Oxford-IIIT Pet dataset contains the masks which reffer to the ground truth and not to labels from different annotators, which @@ -51,3 +50,13 @@ students. This dataset fairly represents the original intention of the project, which is to provide a tool for pathologists to segment histopathological images. + +The dataset is conformed by several histology patches of size 512x512 +px. Masks labels exits for an expert pathologist and 20 medical +students. Every single patch contains label for every annotator as shown +in the figure: + +.. image:: resources/crowd-seg-example-instances.png + :width: 100% + :align: center + :alt: Different labeling instances for three different patches of the CrowdSeg dataset. diff --git a/docs/source/resources/crowd-seg-example-instances.png b/docs/source/resources/crowd-seg-example-instances.png new file mode 100644 index 0000000000000000000000000000000000000000..a012ca18940c1e981b0698cb663480dce03d5ce9 GIT binary patch literal 109671 zcmeFY^;cA1*f&gxfHX*VcaC&-BOxIz`($u$;(Np!@$4=!oa|8ARz*;e3)6;0si54 zlh$$5aI|pq0K1sOD1+Uc>>S8UqvgdVPIikct_{0a;V3zhe9hIJ)P^tz-aGBpiB zlcSOgoQp=IZ{zxAnq6n)))r3l?IGR|pWGL@YuPr4D>#%R;g9b-IXQtp3n<+>a4QkvrO%))2r0O|%RBeo z_td@=uk_SV!5zG;33RdZSoh=2zP-4*X7@W(Tyg3{I~v;sdqc1HN!wuHI{&VH+aN81 zCYoyPGT!4N2*Y>7Q+qeH5V&SV*V9;+*<86Y#$u=Y@%;A3oCuYH9GBvc$Q#I`O{d!i zZ*~#fd*0w*%p~}y@^&05D=8_FoFC=>L=1t=-zPn{VGymb6xt@#cbkzOY9qqPiss#w 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