From 1fe1839337220f5b59370f4b79ca9cb5359cb4a0 Mon Sep 17 00:00:00 2001
From: Andre Anjos <andre.dos.anjos@gmail.com>
Date: Tue, 12 May 2020 23:37:44 +0200
Subject: [PATCH] [configs.datasets.*.covd] Add test data from COVD-target
 datasets as training data

---
 .../binseg/configs/datasets/chasedb1/covd.py  | 23 ++++++++++++++----
 .../binseg/configs/datasets/chasedb1/mtest.py | 20 ++++++++++++----
 .../binseg/configs/datasets/chasedb1/xtest.py | 12 ++++++----
 bob/ip/binseg/configs/datasets/drive/covd.py  | 23 ++++++++++++++----
 bob/ip/binseg/configs/datasets/drive/mtest.py | 20 ++++++++++++----
 bob/ip/binseg/configs/datasets/drive/xtest.py | 12 ++++++----
 bob/ip/binseg/configs/datasets/hrf/covd.py    | 23 ++++++++++++++----
 bob/ip/binseg/configs/datasets/hrf/mtest.py   | 22 +++++++++++++----
 bob/ip/binseg/configs/datasets/hrf/xtest.py   | 12 ++++++----
 bob/ip/binseg/configs/datasets/iostar/covd.py | 23 ++++++++++++++----
 .../configs/datasets/iostar/vessel_mtest.py   | 24 +++++++++++++++----
 .../configs/datasets/iostar/vessel_xtest.py   | 12 ++++++----
 bob/ip/binseg/configs/datasets/stare/covd.py  | 23 ++++++++++++++----
 bob/ip/binseg/configs/datasets/stare/mtest.py | 24 +++++++++++++++----
 bob/ip/binseg/configs/datasets/stare/xtest.py | 12 ++++++----
 15 files changed, 220 insertions(+), 65 deletions(-)

diff --git a/bob/ip/binseg/configs/datasets/chasedb1/covd.py b/bob/ip/binseg/configs/datasets/chasedb1/covd.py
index 970caf2f..a2f92131 100644
--- a/bob/ip/binseg/configs/datasets/chasedb1/covd.py
+++ b/bob/ip/binseg/configs/datasets/chasedb1/covd.py
@@ -27,13 +27,26 @@ from bob.ip.binseg.configs.datasets.chasedb1.first_annotator import (
 dataset = dict(**_baseline)
 dataset["__train__"] = ConcatDataset(
     [
-        _augment(_mtest["drive"], rotation_before=True),
-        _augment(_mtest["stare"], rotation_before=True),
-        _augment(_mtest["hrf"], rotation_before=False),
-        _augment(_mtest["iostar"], rotation_before=False),
+        _augment(_mtest["drive (train)"], rotation_before=True),
+        _augment(_mtest["drive (test)"], rotation_before=True),
+        _augment(_mtest["stare (train)"], rotation_before=True),
+        _augment(_mtest["stare (test)"], rotation_before=True),
+        _augment(_mtest["hrf (train)"], rotation_before=False),
+        _augment(_mtest["hrf (test)"], rotation_before=False),
+        _augment(_mtest["iostar (train)"], rotation_before=False),
+        _augment(_mtest["iostar (test)"], rotation_before=False),
     ]
 )
 dataset["train"] = ConcatDataset(
-    [_mtest["drive"], _mtest["stare"], _mtest["hrf"], _mtest["iostar"],]
+    [
+        _mtest["drive (train)"],
+        _mtest["drive (test)"],
+        _mtest["stare (train)"],
+        _mtest["stare (test)"],
+        _mtest["hrf (train)"],
+        _mtest["hrf (test)"],
+        _mtest["iostar (train)"],
+        _mtest["iostar (test)"],
+    ]
 )
 dataset["__valid__"] = dataset["train"]
diff --git a/bob/ip/binseg/configs/datasets/chasedb1/mtest.py b/bob/ip/binseg/configs/datasets/chasedb1/mtest.py
index fdee4479..20731847 100644
--- a/bob/ip/binseg/configs/datasets/chasedb1/mtest.py
+++ b/bob/ip/binseg/configs/datasets/chasedb1/mtest.py
@@ -15,10 +15,22 @@ from bob.ip.binseg.configs.datasets.chasedb1.xtest import (
 dataset = {
     "train": _xt["train"],
     "test": _xt["test"],
-    "drive": _xt["drive"].copy([CenterCrop((544, 544)), Resize(960)]),
-    "stare": _xt["stare"].copy(
+    "drive (train)": _xt["drive (train)"].copy(
+        [CenterCrop((544, 544)), Resize(960)]
+    ),
+    "drive (test)": _xt["drive (test)"].copy(
+        [CenterCrop((544, 544)), Resize(960)]
+    ),
+    "stare (train)": _xt["stare (train)"].copy(
         [Pad((0, 32, 0, 32)), Resize(960), CenterCrop(960)]
     ),
-    "hrf": _xt["hrf"].copy([Pad((0, 584, 0, 584)), Resize(960)]),
-    "iostar": _xt["iostar"].copy([Resize(960)]),
+    "stare (test)": _xt["stare (test)"].copy(
+        [Pad((0, 32, 0, 32)), Resize(960), CenterCrop(960)]
+    ),
+    "hrf (train)": _xt["hrf (train)"].copy(
+        [Pad((0, 584, 0, 584)), Resize(960)]
+    ),
+    "hrf (test)": _xt["hrf (test)"].copy([Pad((0, 584, 0, 584)), Resize(960)]),
+    "iostar (train)": _xt["iostar (train)"].copy([Resize(960)]),
+    "iostar (test)": _xt["iostar (test)"].copy([Resize(960)]),
 }
diff --git a/bob/ip/binseg/configs/datasets/chasedb1/xtest.py b/bob/ip/binseg/configs/datasets/chasedb1/xtest.py
index baf44c1b..586b142c 100644
--- a/bob/ip/binseg/configs/datasets/chasedb1/xtest.py
+++ b/bob/ip/binseg/configs/datasets/chasedb1/xtest.py
@@ -16,8 +16,12 @@ from bob.ip.binseg.configs.datasets.iostar.vessel import dataset as _iostar
 dataset = {
         "train": _chase["train"],
         "test": _chase["test"],
-        "drive": _drive["test"],
-        "stare": _stare["test"],
-        "hrf": _hrf["test"],
-        "iostar": _iostar["test"],
+        "drive (train)": _drive["train"],
+        "drive (test)": _drive["test"],
+        "stare (train)": _stare["train"],
+        "stare (test)": _stare["test"],
+        "hrf (train)": _hrf["train"],
+        "hrf (test)": _hrf["test"],
+        "iostar (train)": _iostar["train"],
+        "iostar (test)": _iostar["test"],
         }
diff --git a/bob/ip/binseg/configs/datasets/drive/covd.py b/bob/ip/binseg/configs/datasets/drive/covd.py
index 5010b35d..c32be4f3 100644
--- a/bob/ip/binseg/configs/datasets/drive/covd.py
+++ b/bob/ip/binseg/configs/datasets/drive/covd.py
@@ -27,13 +27,26 @@ from bob.ip.binseg.configs.datasets.drive.default import (
 dataset = dict(**_baseline)
 dataset["__train__"] = ConcatDataset(
     [
-        _augment(_mtest["stare"], rotation_before=True),
-        _augment(_mtest["chasedb1"], rotation_before=False),
-        _augment(_mtest["hrf"], rotation_before=False),
-        _augment(_mtest["iostar"], rotation_before=False),
+        _augment(_mtest["stare (train)"], rotation_before=True),
+        _augment(_mtest["stare (test)"], rotation_before=True),
+        _augment(_mtest["chasedb1 (train)"], rotation_before=False),
+        _augment(_mtest["chasedb1 (test)"], rotation_before=False),
+        _augment(_mtest["hrf (train)"], rotation_before=False),
+        _augment(_mtest["hrf (test)"], rotation_before=False),
+        _augment(_mtest["iostar (train)"], rotation_before=False),
+        _augment(_mtest["iostar (test)"], rotation_before=False),
     ]
 )
 dataset["train"] = ConcatDataset(
-    [_mtest["stare"], _mtest["chasedb1"], _mtest["hrf"], _mtest["iostar"],]
+    [
+        _mtest["stare (train)"],
+        _mtest["stare (test)"],
+        _mtest["chasedb1 (train)"],
+        _mtest["chasedb1 (test)"],
+        _mtest["hrf (train)"],
+        _mtest["hrf (test)"],
+        _mtest["iostar (train)"],
+        _mtest["iostar (test)"],
+    ]
 )
 dataset["__valid__"] = dataset["train"]
diff --git a/bob/ip/binseg/configs/datasets/drive/mtest.py b/bob/ip/binseg/configs/datasets/drive/mtest.py
index c6ef0eb5..624cfff8 100644
--- a/bob/ip/binseg/configs/datasets/drive/mtest.py
+++ b/bob/ip/binseg/configs/datasets/drive/mtest.py
@@ -15,8 +15,20 @@ from bob.ip.binseg.configs.datasets.drive.xtest import (
 dataset = {
     "train": _xt["train"],
     "test": _xt["test"],
-    "stare": _xt["stare"].copy([Resize(471), Pad((0, 37, 0, 36))]),
-    "chasedb1": _xt["chasedb1"].copy([Resize(544), Crop(0, 12, 544, 544)]),
-    "hrf": _xt["hrf"].copy([Resize((363)), Pad((0, 90, 0, 91))]),
-    "iostar": _xt["iostar"].copy([Resize(544)]),
+    "stare (train)": _xt["stare (train)"].copy(
+        [Resize(471), Pad((0, 37, 0, 36))]
+    ),
+    "stare (test)": _xt["stare (test)"].copy(
+        [Resize(471), Pad((0, 37, 0, 36))]
+    ),
+    "chasedb1 (train)": _xt["chasedb1 (train)"].copy(
+        [Resize(544), Crop(0, 12, 544, 544)]
+    ),
+    "chasedb1 (test)": _xt["chasedb1 (test)"].copy(
+        [Resize(544), Crop(0, 12, 544, 544)]
+    ),
+    "hrf (train)": _xt["hrf (train)"].copy([Resize((363)), Pad((0, 90, 0, 91))]),
+    "hrf (test)": _xt["hrf (test)"].copy([Resize((363)), Pad((0, 90, 0, 91))]),
+    "iostar (train)": _xt["iostar (train)"].copy([Resize(544)]),
+    "iostar (test)": _xt["iostar (test)"].copy([Resize(544)]),
 }
diff --git a/bob/ip/binseg/configs/datasets/drive/xtest.py b/bob/ip/binseg/configs/datasets/drive/xtest.py
index b04e5232..ced90727 100644
--- a/bob/ip/binseg/configs/datasets/drive/xtest.py
+++ b/bob/ip/binseg/configs/datasets/drive/xtest.py
@@ -18,8 +18,12 @@ from bob.ip.binseg.configs.datasets.iostar.vessel import dataset as _iostar
 dataset = {
     "train": _drive["train"],
     "test": _drive["test"],
-    "stare": _stare["test"],
-    "chasedb1": _chase["test"],
-    "hrf": _hrf["test"],
-    "iostar": _iostar["test"],
+    "stare (train)": _stare["train"],
+    "stare (test)": _stare["test"],
+    "chasedb1 (train)": _chase["train"],
+    "chasedb1 (test)": _chase["test"],
+    "hrf (train)": _hrf["train"],
+    "hrf (test)": _hrf["test"],
+    "iostar (train)": _iostar["train"],
+    "iostar (test)": _iostar["test"],
 }
diff --git a/bob/ip/binseg/configs/datasets/hrf/covd.py b/bob/ip/binseg/configs/datasets/hrf/covd.py
index 4eeb7093..df7be258 100644
--- a/bob/ip/binseg/configs/datasets/hrf/covd.py
+++ b/bob/ip/binseg/configs/datasets/hrf/covd.py
@@ -24,13 +24,26 @@ from bob.ip.binseg.configs.datasets.hrf.default import dataset as _baseline
 dataset = dict(**_baseline)
 dataset["__train__"] = ConcatDataset(
     [
-        _augment(_mtest["drive"], rotation_before=True),
-        _augment(_mtest["stare"], rotation_before=True),
-        _augment(_mtest["chasedb1"], rotation_before=True),
-        _augment(_mtest["iostar"], rotation_before=True),
+        _augment(_mtest["drive (train)"], rotation_before=True),
+        _augment(_mtest["drive (test)"], rotation_before=True),
+        _augment(_mtest["stare (train)"], rotation_before=True),
+        _augment(_mtest["stare (test)"], rotation_before=True),
+        _augment(_mtest["chasedb1 (train)"], rotation_before=True),
+        _augment(_mtest["chasedb1 (test)"], rotation_before=True),
+        _augment(_mtest["iostar (train)"], rotation_before=True),
+        _augment(_mtest["iostar (test)"], rotation_before=True),
     ]
 )
 dataset["train"] = ConcatDataset(
-    [_mtest["drive"], _mtest["stare"], _mtest["chasedb1"], _mtest["iostar"],]
+    [
+        _mtest["drive (train)"],
+        _mtest["drive (test)"],
+        _mtest["stare (train)"],
+        _mtest["stare (test)"],
+        _mtest["chasedb1 (train)"],
+        _mtest["chasedb1 (test)"],
+        _mtest["iostar (train)"],
+        _mtest["iostar (test)"],
+    ]
 )
 dataset["__valid__"] = dataset["train"]
diff --git a/bob/ip/binseg/configs/datasets/hrf/mtest.py b/bob/ip/binseg/configs/datasets/hrf/mtest.py
index b5f8f646..b73e64b0 100644
--- a/bob/ip/binseg/configs/datasets/hrf/mtest.py
+++ b/bob/ip/binseg/configs/datasets/hrf/mtest.py
@@ -12,14 +12,28 @@ from bob.ip.binseg.configs.datasets.hrf.xtest import dataset as _xt
 dataset = {
     "train": _xt["train"],
     "test": _xt["test"],
-    "drive": _xt["drive"].copy(
+    "drive (train)": _xt["drive (train)"].copy(
         [Crop(75, 10, 416, 544), Pad((21, 0, 22, 0)), Resize(1168)]
     ),
-    "stare": _xt["stare"].copy(
+    "drive (test)": _xt["drive (test)"].copy(
+        [Crop(75, 10, 416, 544), Pad((21, 0, 22, 0)), Resize(1168)]
+    ),
+    "stare (train)": _xt["stare (train)"].copy(
+        [Crop(50, 0, 500, 705), Resize(1168), Pad((1, 0, 1, 0))]
+    ),
+    "stare (test)": _xt["stare (test)"].copy(
         [Crop(50, 0, 500, 705), Resize(1168), Pad((1, 0, 1, 0))]
     ),
-    "chasedb1": _xt["chasedb1"].copy([Crop(140, 18, 680, 960), Resize(1168)]),
-    "iostar": _xt["iostar"].copy(
+    "chasedb1 (train)": _xt["chasedb1 (train)"].copy(
+        [Crop(140, 18, 680, 960), Resize(1168)]
+    ),
+    "chasedb1 (test)": _xt["chasedb1 (test)"].copy(
+        [Crop(140, 18, 680, 960), Resize(1168)]
+    ),
+    "iostar (train)": _xt["iostar (train)"].copy(
+        [Crop(144, 0, 768, 1024), Pad((30, 0, 30, 0)), Resize(1168)]
+    ),
+    "iostar (test)": _xt["iostar (test)"].copy(
         [Crop(144, 0, 768, 1024), Pad((30, 0, 30, 0)), Resize(1168)]
     ),
 }
diff --git a/bob/ip/binseg/configs/datasets/hrf/xtest.py b/bob/ip/binseg/configs/datasets/hrf/xtest.py
index 6f96074f..277537a2 100644
--- a/bob/ip/binseg/configs/datasets/hrf/xtest.py
+++ b/bob/ip/binseg/configs/datasets/hrf/xtest.py
@@ -15,8 +15,12 @@ from bob.ip.binseg.configs.datasets.iostar.vessel import dataset as _iostar
 dataset = {
         "train": _hrf["train"],
         "test": _hrf["test"],
-        "drive": _drive["test"],
-        "stare": _stare["test"],
-        "chasedb1": _chase["test"],
-        "iostar": _iostar["test"],
+        "drive (train)": _drive["train"],
+        "drive (test)": _drive["test"],
+        "stare (train)": _stare["train"],
+        "stare (test)": _stare["test"],
+        "chasedb1 (train)": _chase["train"],
+        "chasedb1 (test)": _chase["test"],
+        "iostar (train)": _iostar["train"],
+        "iostar (test)": _iostar["test"],
         }
diff --git a/bob/ip/binseg/configs/datasets/iostar/covd.py b/bob/ip/binseg/configs/datasets/iostar/covd.py
index 9b253e3a..cc1802a8 100644
--- a/bob/ip/binseg/configs/datasets/iostar/covd.py
+++ b/bob/ip/binseg/configs/datasets/iostar/covd.py
@@ -24,13 +24,26 @@ from bob.ip.binseg.configs.datasets.iostar.vessel import dataset as _baseline
 dataset = dict(**_baseline)
 dataset["__train__"] = ConcatDataset(
     [
-        _augment(_mtest["drive"], rotation_before=True),
-        _augment(_mtest["stare"], rotation_before=True),
-        _augment(_mtest["chasedb1"], rotation_before=True),
-        _augment(_mtest["hrf"], rotation_before=False),
+        _augment(_mtest["drive (train)"], rotation_before=True),
+        _augment(_mtest["drive (test)"], rotation_before=True),
+        _augment(_mtest["stare (train)"], rotation_before=True),
+        _augment(_mtest["stare (test)"], rotation_before=True),
+        _augment(_mtest["chasedb1 (train)"], rotation_before=True),
+        _augment(_mtest["chasedb1 (test)"], rotation_before=True),
+        _augment(_mtest["hrf (train)"], rotation_before=False),
+        _augment(_mtest["hrf (test)"], rotation_before=False),
     ]
 )
 dataset["train"] = ConcatDataset(
-    [_mtest["drive"], _mtest["stare"], _mtest["chasedb1"], _mtest["hrf"],]
+    [
+        _mtest["drive (train)"],
+        _mtest["drive (test)"],
+        _mtest["stare (train)"],
+        _mtest["stare (test)"],
+        _mtest["chasedb1 (train)"],
+        _mtest["chasedb1 (test)"],
+        _mtest["hrf (train)"],
+        _mtest["hrf (test)"],
+    ]
 )
 dataset["__valid__"] = dataset["train"]
diff --git a/bob/ip/binseg/configs/datasets/iostar/vessel_mtest.py b/bob/ip/binseg/configs/datasets/iostar/vessel_mtest.py
index c89cf204..85c07e2e 100644
--- a/bob/ip/binseg/configs/datasets/iostar/vessel_mtest.py
+++ b/bob/ip/binseg/configs/datasets/iostar/vessel_mtest.py
@@ -12,10 +12,26 @@ from bob.ip.binseg.configs.datasets.iostar.vessel_xtest import dataset as _xt
 dataset = {
     "train": _xt["train"],
     "test": _xt["test"],
-    "drive": _xt["drive"].copy([CenterCrop((540, 540)), Resize(1024)]),
-    "stare": _xt["stare"].copy(
+    "drive (train)": _xt["drive (train)"].copy(
+        [CenterCrop((540, 540)), Resize(1024)]
+    ),
+    "drive (test)": _xt["drive (test)"].copy(
+        [CenterCrop((540, 540)), Resize(1024)]
+    ),
+    "stare (train)": _xt["stare (train)"].copy(
+        [Pad((0, 32, 0, 32)), Resize(1024), CenterCrop(1024)]
+    ),
+    "stare (test)": _xt["stare (test)"].copy(
         [Pad((0, 32, 0, 32)), Resize(1024), CenterCrop(1024)]
     ),
-    "chasedb1": _xt["chasedb1"].copy([Crop(0, 18, 960, 960), Resize(1024)]),
-    "hrf": _xt["hrf"].copy([Pad((0, 584, 0, 584)), Resize(1024)]),
+    "chasedb1 (train)": _xt["chasedb1 (train)"].copy(
+        [Crop(0, 18, 960, 960), Resize(1024)]
+    ),
+    "chasedb1 (test)": _xt["chasedb1 (test)"].copy(
+        [Crop(0, 18, 960, 960), Resize(1024)]
+    ),
+    "hrf (train)": _xt["hrf (train)"].copy(
+        [Pad((0, 584, 0, 584)), Resize(1024)]
+    ),
+    "hrf (test)": _xt["hrf (test)"].copy([Pad((0, 584, 0, 584)), Resize(1024)]),
 }
diff --git a/bob/ip/binseg/configs/datasets/iostar/vessel_xtest.py b/bob/ip/binseg/configs/datasets/iostar/vessel_xtest.py
index 0d627275..14541c79 100644
--- a/bob/ip/binseg/configs/datasets/iostar/vessel_xtest.py
+++ b/bob/ip/binseg/configs/datasets/iostar/vessel_xtest.py
@@ -15,8 +15,12 @@ from bob.ip.binseg.configs.datasets.iostar.vessel import dataset as _iostar
 dataset = {
         "train": _iostar["train"],
         "test": _iostar["test"],
-        "drive": _drive["test"],
-        "stare": _stare["test"],
-        "chasedb1": _chase["test"],
-        "hrf": _hrf["test"],
+        "drive (train)": _drive["train"],
+        "drive (test)": _drive["test"],
+        "stare (train)": _stare["train"],
+        "stare (test)": _stare["test"],
+        "chasedb1 (train)": _chase["train"],
+        "chasedb1 (test)": _chase["test"],
+        "hrf (train)": _hrf["train"],
+        "hrf (test)": _hrf["test"],
         }
diff --git a/bob/ip/binseg/configs/datasets/stare/covd.py b/bob/ip/binseg/configs/datasets/stare/covd.py
index ad1c2aa1..57000eae 100644
--- a/bob/ip/binseg/configs/datasets/stare/covd.py
+++ b/bob/ip/binseg/configs/datasets/stare/covd.py
@@ -27,13 +27,26 @@ from bob.ip.binseg.configs.datasets.stare.ah import (
 dataset = dict(**_baseline)
 dataset["__train__"] = ConcatDataset(
     [
-        _augment(_mtest["drive"], rotation_before=True),
-        _augment(_mtest["chasedb1"], rotation_before=True),
-        _augment(_mtest["hrf"], rotation_before=False),
-        _augment(_mtest["iostar"], rotation_before=False),
+        _augment(_mtest["drive (train)"], rotation_before=True),
+        _augment(_mtest["drive (test)"], rotation_before=True),
+        _augment(_mtest["chasedb1 (train)"], rotation_before=True),
+        _augment(_mtest["chasedb1 (test)"], rotation_before=True),
+        _augment(_mtest["hrf (train)"], rotation_before=False),
+        _augment(_mtest["hrf (test)"], rotation_before=False),
+        _augment(_mtest["iostar (train)"], rotation_before=False),
+        _augment(_mtest["iostar (test)"], rotation_before=False),
     ]
 )
 dataset["train"] = ConcatDataset(
-    [_mtest["drive"], _mtest["chasedb1"], _mtest["hrf"], _mtest["iostar"],]
+    [
+        _mtest["drive (train)"],
+        _mtest["drive (test)"],
+        _mtest["chasedb1 (train)"],
+        _mtest["chasedb1 (test)"],
+        _mtest["hrf (train)"],
+        _mtest["hrf (test)"],
+        _mtest["iostar (train)"],
+        _mtest["iostar (test)"],
+    ]
 )
 dataset["__valid__"] = dataset["train"]
diff --git a/bob/ip/binseg/configs/datasets/stare/mtest.py b/bob/ip/binseg/configs/datasets/stare/mtest.py
index 4a914487..c8910f51 100644
--- a/bob/ip/binseg/configs/datasets/stare/mtest.py
+++ b/bob/ip/binseg/configs/datasets/stare/mtest.py
@@ -15,10 +15,26 @@ from bob.ip.binseg.configs.datasets.stare.xtest import (
 dataset = {
     "train": _xt["train"],
     "test": _xt["test"],
-    "drive": _xt["drive"].copy(
+    "drive (train)": _xt["drive (train)"].copy(
         [CenterCrop((470, 544)), Pad((10, 9, 10, 8)), Resize(608)]
     ),
-    "chasedb1": _xt["chasedb1"].copy([CenterCrop((829, 960)), Resize(608)]),
-    "hrf": _xt["hrf"].copy([Pad((0, 345, 0, 345)), Resize(608)]),
-    "iostar": _xt["iostar"].copy([Pad((81, 0, 81, 0)), Resize(608)]),
+    "drive (test)": _xt["drive (test)"].copy(
+        [CenterCrop((470, 544)), Pad((10, 9, 10, 8)), Resize(608)]
+    ),
+    "chasedb1 (train)": _xt["chasedb1 (train)"].copy(
+        [CenterCrop((829, 960)), Resize(608)]
+    ),
+    "chasedb1 (test)": _xt["chasedb1 (test)"].copy(
+        [CenterCrop((829, 960)), Resize(608)]
+    ),
+    "hrf (train)": _xt["hrf (train)"].copy(
+        [Pad((0, 345, 0, 345)), Resize(608)]
+    ),
+    "hrf (test)": _xt["hrf (test)"].copy([Pad((0, 345, 0, 345)), Resize(608)]),
+    "iostar (train)": _xt["iostar (train)"].copy(
+        [Pad((81, 0, 81, 0)), Resize(608)]
+    ),
+    "iostar (test)": _xt["iostar (test)"].copy(
+        [Pad((81, 0, 81, 0)), Resize(608)]
+    ),
 }
diff --git a/bob/ip/binseg/configs/datasets/stare/xtest.py b/bob/ip/binseg/configs/datasets/stare/xtest.py
index a36495e2..6aef1f6c 100644
--- a/bob/ip/binseg/configs/datasets/stare/xtest.py
+++ b/bob/ip/binseg/configs/datasets/stare/xtest.py
@@ -18,8 +18,12 @@ from bob.ip.binseg.configs.datasets.iostar.vessel import dataset as _iostar
 dataset = {
     "train": _stare["train"],
     "test": _stare["test"],
-    "drive": _drive["test"],
-    "chasedb1": _chase["test"],
-    "hrf": _hrf["test"],
-    "iostar": _iostar["test"],
+    "drive (train)": _drive["train"],
+    "drive (test)": _drive["test"],
+    "chasedb1 (train)": _chase["train"],
+    "chasedb1 (test)": _chase["test"],
+    "hrf (train)": _hrf["train"],
+    "hrf (test)": _hrf["test"],
+    "iostar (train)": _iostar["train"],
+    "iostar (test)": _iostar["test"],
 }
-- 
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