Add convnext module

1 files changed, 12 insertions, 0 deletions

diff --git a/text_recognizer/networks/convnext/residual.py b/text_recognizer/networks/convnext/residual.py
new file mode 100644
index 0000000..3f44390
--- /dev/null
+++ b/text_recognizer/networks/convnext/residual.py
@@ -0,0 +1,12 @@
+"""Generic residual layer."""
+from typing import Callable
+from torch import nn, Tensor
+
+
+class Residual(nn.Module):
+    def __init__(self, fn: Callable) -> None:
+        super().__init__()
+        self.fn = fn
+
+    def forward(self, x: Tensor) -> Tensor:
+        return self.fn(x) + x