diff options
Diffstat (limited to 'training/conf/datamodule/transform')
5 files changed, 92 insertions, 0 deletions
diff --git a/training/conf/datamodule/transform/default.yaml b/training/conf/datamodule/transform/default.yaml new file mode 100644 index 0000000..d6f6d78 --- /dev/null +++ b/training/conf/datamodule/transform/default.yaml @@ -0,0 +1,2 @@ +to_tensor: + _target_: torchvision.transforms.ToTensor diff --git a/training/conf/datamodule/transform/emnist_lines.yaml b/training/conf/datamodule/transform/emnist_lines.yaml new file mode 100644 index 0000000..986ba20 --- /dev/null +++ b/training/conf/datamodule/transform/emnist_lines.yaml @@ -0,0 +1,14 @@ +to_tensor: + _target_: torchvision.transforms.ToTensor + +color_jitter: + _target_: torchvision.transforms.ColorJitter + brightness: [0.5, 1.0] + +random_affine: + _target_: torchvision.transforms.RandomAffine + degrees: 3 + translate: [0.0, 0.05] + scale: [0.4, 1.1] + shear: [-40, 50] + fill: 0 diff --git a/training/conf/datamodule/transform/iam_lines.yaml b/training/conf/datamodule/transform/iam_lines.yaml new file mode 100644 index 0000000..710f6e3 --- /dev/null +++ b/training/conf/datamodule/transform/iam_lines.yaml @@ -0,0 +1,17 @@ +embed_crop: + _target_: text_recognizer.data.transforms.embed_crop.EmbedCrop + augment: false + +color_jitter: + _target_: torchvision.transforms.ColorJitter + brightness: [0.8, 1.6] + +random_affine: + _target_: torchvision.transforms.RandomAffine + degrees: 1 + shear: [-30, 20] + interpolation: BILINEAR + fill: 0 + +to_tensor: + _target_: torchvision.transforms.ToTensor diff --git a/training/conf/datamodule/transform/iam_lines_barlow.yaml b/training/conf/datamodule/transform/iam_lines_barlow.yaml new file mode 100644 index 0000000..b44ca4e --- /dev/null +++ b/training/conf/datamodule/transform/iam_lines_barlow.yaml @@ -0,0 +1,39 @@ +barlow: + _target_: text_recognizer.data.transforms.barlow.BarlowTransform + prim: + embed_crop: + _target_: text_recognizer.data.transforms.embed_crop.EmbedCrop + augment: true + + color_jitter: + _target_: torchvision.transforms.ColorJitter + brightness: [0.8, 1.6] + + random_affine: + _target_: torchvision.transforms.RandomAffine + degrees: 1 + shear: [-30, 20] + interpolation: BILINEAR + fill: 0 + + to_tensor: + _target_: torchvision.transforms.ToTensor + + bis: + embed_crop: + _target_: text_recognizer.data.transforms.embed_crop.EmbedCrop + augment: true + + color_jitter: + _target_: torchvision.transforms.ColorJitter + brightness: [0.5, 1.4] + + random_affine: + _target_: torchvision.transforms.RandomAffine + degrees: 1.5 + shear: [-30, 20] + interpolation: BILINEAR + fill: 0 + + to_tensor: + _target_: torchvision.transforms.ToTensor diff --git a/training/conf/datamodule/transform/paragraphs.yaml b/training/conf/datamodule/transform/paragraphs.yaml new file mode 100644 index 0000000..d33a4c3 --- /dev/null +++ b/training/conf/datamodule/transform/paragraphs.yaml @@ -0,0 +1,20 @@ +random_crop: + _target_: torchvision.transforms.RandomCrop + size: [576, 640] + padding: null + pad_if_needed: true + fill: 0 + padding_mode: constant + +color_jitter: + _target_: torchvision.transforms.ColorJitter + brightness: [0.8, 1.6] + +random_affine: + _target_: torchvision.transforms.RandomAffine + degrees: 1 + shear: [-10, 10] + interpolation: BILINEAR + +to_tensor: + _target_: torchvision.transforms.ToTensor |