summaryrefslogtreecommitdiff
path: root/training/conf/datamodule/transform/iam_lines_barlow.yaml
diff options
context:
space:
mode:
Diffstat (limited to 'training/conf/datamodule/transform/iam_lines_barlow.yaml')
-rw-r--r--training/conf/datamodule/transform/iam_lines_barlow.yaml39
1 files changed, 39 insertions, 0 deletions
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