Configs, refactor with attrs, fix attr bug in iam

1 files changed, 18 insertions, 0 deletions

diff --git a/text_recognizer/networks/base.py b/text_recognizer/networks/base.py
new file mode 100644
index 0000000..07b6a32
--- /dev/null
+++ b/text_recognizer/networks/base.py
@@ -0,0 +1,18 @@
+"""Base network with required methods."""
+from abc import abstractmethod
+
+import attr
+from torch import nn, Tensor
+
+
+@attr.s
+class BaseNetwork(nn.Module):
+    """Base network."""
+
+    def __attrs_pre_init__(self) -> None:
+        super().__init__()
+
+    @abstractmethod
+    def predict(self, x: Tensor) -> Tensor:
+        """Return token indices for predictions."""
+        ...