added new combined datasets

src/ptbench/configs/datasets/mc_ch_in_11k/__init__.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+from torch.utils.data.dataset import ConcatDataset
+
+
+def _maker(protocol):
+    if protocol == "default":
+        from ..indian import default as indian
+        from ..montgomery import default as mc
+        from ..shenzhen import default as ch
+        from ..tbx11k_simplified import default as tbx11k
+    elif protocol == "rgb":
+        from ..indian import rgb as indian
+        from ..montgomery import rgb as mc
+        from ..shenzhen import rgb as ch
+        from ..tbx11k_simplified import rgb as tbx11k
+    elif protocol == "fold_0":
+        from ..indian import fold_0 as indian
+        from ..montgomery import fold_0 as mc
+        from ..shenzhen import fold_0 as ch
+        from ..tbx11k_simplified import fold_0 as tbx11k
+    elif protocol == "fold_1":
+        from ..indian import fold_1 as indian
+        from ..montgomery import fold_1 as mc
+        from ..shenzhen import fold_1 as ch
+        from ..tbx11k_simplified import fold_1 as tbx11k
+    elif protocol == "fold_2":
+        from ..indian import fold_2 as indian
+        from ..montgomery import fold_2 as mc
+        from ..shenzhen import fold_2 as ch
+        from ..tbx11k_simplified import fold_2 as tbx11k
+    elif protocol == "fold_3":
+        from ..indian import fold_3 as indian
+        from ..montgomery import fold_3 as mc
+        from ..shenzhen import fold_3 as ch
+        from ..tbx11k_simplified import fold_3 as tbx11k
+    elif protocol == "fold_4":
+        from ..indian import fold_4 as indian
+        from ..montgomery import fold_4 as mc
+        from ..shenzhen import fold_4 as ch
+        from ..tbx11k_simplified import fold_4 as tbx11k
+    elif protocol == "fold_5":
+        from ..indian import fold_5 as indian
+        from ..montgomery import fold_5 as mc
+        from ..shenzhen import fold_5 as ch
+        from ..tbx11k_simplified import fold_5 as tbx11k
+    elif protocol == "fold_6":
+        from ..indian import fold_6 as indian
+        from ..montgomery import fold_6 as mc
+        from ..shenzhen import fold_6 as ch
+        from ..tbx11k_simplified import fold_6 as tbx11k
+    elif protocol == "fold_7":
+        from ..indian import fold_7 as indian
+        from ..montgomery import fold_7 as mc
+        from ..shenzhen import fold_7 as ch
+        from ..tbx11k_simplified import fold_7 as tbx11k
+    elif protocol == "fold_8":
+        from ..indian import fold_8 as indian
+        from ..montgomery import fold_8 as mc
+        from ..shenzhen import fold_8 as ch
+        from ..tbx11k_simplified import fold_8 as tbx11k
+    elif protocol == "fold_9":
+        from ..indian import fold_9 as indian
+        from ..montgomery import fold_9 as mc
+        from ..shenzhen import fold_9 as ch
+        from ..tbx11k_simplified import fold_9 as tbx11k
+    elif protocol == "fold_0_rgb":
+        from ..indian import fold_0_rgb as indian
+        from ..montgomery import fold_0_rgb as mc
+        from ..shenzhen import fold_0_rgb as ch
+        from ..tbx11k_simplified import fold_0_rgb as tbx11k
+    elif protocol == "fold_1_rgb":
+        from ..indian import fold_1_rgb as indian
+        from ..montgomery import fold_1_rgb as mc
+        from ..shenzhen import fold_1_rgb as ch
+        from ..tbx11k_simplified import fold_1_rgb as tbx11k
+    elif protocol == "fold_2_rgb":
+        from ..indian import fold_2_rgb as indian
+        from ..montgomery import fold_2_rgb as mc
+        from ..shenzhen import fold_2_rgb as ch
+        from ..tbx11k_simplified import fold_2_rgb as tbx11k
+    elif protocol == "fold_3_rgb":
+        from ..indian import fold_3_rgb as indian
+        from ..montgomery import fold_3_rgb as mc
+        from ..shenzhen import fold_3_rgb as ch
+        from ..tbx11k_simplified import fold_3_rgb as tbx11k
+    elif protocol == "fold_4_rgb":
+        from ..indian import fold_4_rgb as indian
+        from ..montgomery import fold_4_rgb as mc
+        from ..shenzhen import fold_4_rgb as ch
+        from ..tbx11k_simplified import fold_4_rgb as tbx11k
+    elif protocol == "fold_5_rgb":
+        from ..indian import fold_5_rgb as indian
+        from ..montgomery import fold_5_rgb as mc
+        from ..shenzhen import fold_5_rgb as ch
+        from ..tbx11k_simplified import fold_5_rgb as tbx11k
+    elif protocol == "fold_6_rgb":
+        from ..indian import fold_6_rgb as indian
+        from ..montgomery import fold_6_rgb as mc
+        from ..shenzhen import fold_6_rgb as ch
+        from ..tbx11k_simplified import fold_6_rgb as tbx11k
+    elif protocol == "fold_7_rgb":
+        from ..indian import fold_7_rgb as indian
+        from ..montgomery import fold_7_rgb as mc
+        from ..shenzhen import fold_7_rgb as ch
+        from ..tbx11k_simplified import fold_7_rgb as tbx11k
+    elif protocol == "fold_8_rgb":
+        from ..indian import fold_8_rgb as indian
+        from ..montgomery import fold_8_rgb as mc
+        from ..shenzhen import fold_8_rgb as ch
+        from ..tbx11k_simplified import fold_8_rgb as tbx11k
+    elif protocol == "fold_9_rgb":
+        from ..indian import fold_9_rgb as indian
+        from ..montgomery import fold_9_rgb as mc
+        from ..shenzhen import fold_9_rgb as ch
+        from ..tbx11k_simplified import fold_9_rgb as tbx11k
+
+    mc = mc.dataset
+    ch = ch.dataset
+    indian = indian.dataset
+    tbx11k = tbx11k.dataset
+
+    dataset = {}
+    dataset["__train__"] = ConcatDataset(
+        [mc["__train__"], ch["__train__"], indian["__train__"], tbx11k["__train__"]]
+    )
+    dataset["train"] = ConcatDataset(
+        [mc["train"], ch["train"], indian["train"], tbx11k["train"]]
+    )
+    dataset["__valid__"] = ConcatDataset(
+        [mc["__valid__"], ch["__valid__"], indian["__valid__"], tbx11k["__valid__"]]
+    )
+    dataset["validation"] = ConcatDataset(
+        [mc["validation"], ch["validation"], indian["validation"], tbx11k["validation"]]
+    )
+    dataset["test"] = ConcatDataset([mc["test"], ch["test"], indian["test"], tbx11k["test"]])
+
+    return dataset

src/ptbench/configs/datasets/mc_ch_in_11k/default.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets."""
+
+from . import _maker
+
+dataset = _maker("default")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_0.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 0)"""
+
+from . import _maker
+
+dataset = _maker("fold_0")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_0_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 0, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_0_rgb")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_1.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 1)"""
+
+from . import _maker
+
+dataset = _maker("fold_1")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_1_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 1, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_1_rgb")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_2.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 2)"""
+
+from . import _maker
+
+dataset = _maker("fold_2")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_2_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 2, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_2_rgb")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_3.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 3)"""
+
+from . import _maker
+
+dataset = _maker("fold_3")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_3_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 3, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_3_rgb")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_4.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 4)"""
+
+from . import _maker
+
+dataset = _maker("fold_4")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_4_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 4, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_4_rgb")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_5.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 5)"""
+
+from . import _maker
+
+dataset = _maker("fold_5")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_5_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 5, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_5_rgb")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_6.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 6)"""
+
+from . import _maker
+
+dataset = _maker("fold_6")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_6_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 6, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_6_rgb")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_7.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 7)"""
+
+from . import _maker
+
+dataset = _maker("fold_7")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_7_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 7, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_7_rgb")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_8.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 8)"""
+
+from . import _maker
+
+dataset = _maker("fold_8")

src/ptbench/configs/datasets/mc_ch_in_11k/fold_8_rgb.py

+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Aggregated dataset composed of Montgomery, Shenzhen, Indian and 
+the default TBX11K-simplified datasets (cross validation fold 8, RGB)"""
+
+from . import _maker
+
+dataset = _maker("fold_8_rgb")