Commit 94c8d482 authored by Driss KHALIL's avatar Driss KHALIL
Browse files

[Index.rst] Add documentation results for Optic disc and cup

parent 4413f921
Pipeline #53423 passed with stage
in 67 minutes and 22 seconds
......@@ -39,6 +39,8 @@ F1 Scores (micro-level)
generate the results displayed here.
* HRF models were trained using half the full resolution (1168x1648)
Blood Vessel Segmentation
-------------------------
.. list-table::
:header-rows: 2
......@@ -100,6 +102,75 @@ F1 Scores (micro-level)
- `0.818 (0.020) <baselines_unet_iostar_>`_
- 0.832
Optic disc Optic cup Segmentation
---------------------------------
.. list-table::
:header-rows: 2
* -
- :py:mod:`driu <bob.ip.binseg.configs.models.driu>`
- :py:mod:`hed <bob.ip.binseg.configs.models.hed>`
- :py:mod:`m2unet <bob.ip.binseg.configs.models.m2unet>`
- :py:mod:`unet <bob.ip.binseg.configs.models.unet>`
- lwnet
* - Dataset
- 15M
- 14.7M
- 550k
- 25.8M
- 68k
* - :py:mod:`DRIONS-DB (OD) <bob.ip.binseg.configs.datasets.drionsdb.expert1>`
- 0.943
- 0.960
- 0.960
- 0.961
- 0.878
* - :py:mod:`IOSTAR_OD <bob.ip.binseg.configs.datasets.iostar.optic_disc>`
- 0.913
- 0.908
- 0.878
- 0.904
- 0.876
* - :py:mod:`REFUGE-Cup <bob.ip.binseg.configs.datasets.refuge.cup>`
-
-
- 0.206
-
- 0.610
* - :py:mod:`REFUGE-Disc <bob.ip.binseg.configs.datasets.refuge.disc>`
-
-
- 0.453
-
- 0.767
* - :py:mod:`Drishtigs-disc <bob.ip.binseg.configs.datasets.drishtigs1.disc_all>`
- 0.951
- 0.970
- 0.829
- 0.971
- 0.652
* - :py:mod:`Drishtigs-cup <bob.ip.binseg.configs.datasets.drishtigs1.cup_all>`
- 0.862
- 0.898
- 0.734
- 0.875
-
* - :py:mod:`Rimoner3-cup <bob.ip.binseg.configs.datasets.rimoner3.cup_exp1>`
- 0.701
- 0.790
- 0.563
- 0.739
- 0.603
* - :py:mod:`Rimoner3-disc <bob.ip.binseg.configs.datasets.rimoner3.disc_exp1>`
- 0.935
- 0.953
- 0.708
- 0.947
- 0.712
Precision-Recall (PR) Curves
----------------------------
......
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