Add more docs

doc/covdresults.rst

+.. -*- coding: utf-8 -*-
+.. _bob.ip.binseg.covdresults:
+
+
+==========================
+COVD- and COVD-SLL Results
+==========================
+
+Dice Scores
+===========
+
++-------------------+---------------+---------+
+|                   | DRIU          | M2U-Net |
++-------------------+---------------+---------+
+| COVD-DRIVE        | 0.7896        | 0.7906  |
++-------------------+---------------+---------+
+| COVD-DRIVE SSL    | 0.7870        | 0.7938  |
++-------------------+---------------+---------+
+| COVD-STARE        | 0.7979        | 0.8120  |
++-------------------+---------------+---------+
+| COVD-STARE SSL    | 0.8062        | 0.8222  |
++-------------------+---------------+---------+
+| COVD-CHASEDB1     | 0.7979        | 0.7898  |
++-------------------+---------------+---------+
+| COVD-CHASEDB1 SSL | 0.7976        | 0.8000  |
++-------------------+---------------+---------+
+| COVD-HRF          | 0.8013        | 0.8036  |
++-------------------+---------------+---------+
+| COVD-HRF SSL      | still running | 0.7999  |
++-------------------+---------------+---------+
+| COVD-IOSTAR       | 0.7934        | 0.7953  |
++-------------------+---------------+---------+
+| COVD-IOSTAR SSL   | 0.7995        | 0.7868  |
++-------------------+---------------+---------+
+

doc/evaluation.rst

@@ -34,16 +34,15 @@ Due to storage limitations we only provide weights of a subset
 of all evaluated models, namely all DRIU and M2U-Net variants:
 
 
-https://dl.dropboxusercontent.com/s/wnyjzmhhep2smjl/retinanet_MobileNetV2-FPN_1x.pth
 
 +--------------------+------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |                    | DRIU                                                                                                 | M2UNet                                                                                                             |
 +--------------------+------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | DRIVE              | `DRIU_DRIVE.pth <https://dl.dropboxusercontent.com/s/rggn9ebj38c06uf/DRIU_DRIVE.pth>`_               | `M2UNet_DRIVE.pth <https://dl.dropboxusercontent.com/s/55xply8jm0g2skp/M2UNet_DRIVE.pth>`_                         |
 +--------------------+------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
-| COVD-DRIVE         |                                                                                                      |                                                                                                                    |
+| COVD-DRIVE         |                                                                                                      | `M2UNet_COVD-DRIVE.pth <https://dl.dropboxusercontent.com/s/x5wb84uao8nlx44/M2UNet_COVD-DRIVE.pth>`_               |
 +--------------------+------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
-| COVD-DRIVE SSL     |                                                                                                      |                                                                                                                    |
+| COVD-DRIVE SSL     |                                                                                                      | `M2UNet_COVD-DRIVE_SSL.pth <https://dl.dropboxusercontent.com/s/hp7fg6bct0i3awr/M2UNet_COVD-DRIVE_SSL.pth>`_       |
 +--------------------+------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | STARE              | `DRIU_STARE.pth <https://dl.dropboxusercontent.com/s/sw5ivfzgz5djirc/DRIU_STARE.pth>`_               | `M2UNet_STARE.pth <https://dl.dropboxusercontent.com/s/pc9wb8r7tjvg06p/M2UNet_STARE.pth>`_                         |
 +--------------------+------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+

doc/index.rst

@@ -19,6 +19,7 @@ Users Guide
    training
    evaluation
    benchmarkresults
+   covdresults
    api
    references