From 3b06ef615a8db67a03927576e0c12fbfb2501f5f Mon Sep 17 00:00:00 2001
From: aktersnurra <gustaf.rydholm@gmail.com>
Date: Mon, 14 Sep 2020 22:15:47 +0200
Subject: Fixed CTC loss.

---
 src/text_recognizer/datasets/transforms.py | 13 +++++++++++++
 1 file changed, 13 insertions(+)
 create mode 100644 src/text_recognizer/datasets/transforms.py

(limited to 'src/text_recognizer/datasets/transforms.py')

diff --git a/src/text_recognizer/datasets/transforms.py b/src/text_recognizer/datasets/transforms.py
new file mode 100644
index 0000000..17231a8
--- /dev/null
+++ b/src/text_recognizer/datasets/transforms.py
@@ -0,0 +1,13 @@
+"""Transforms for PyTorch datasets."""
+import numpy as np
+from PIL import Image
+import torch
+from torch import Tensor
+
+
+class Transpose:
+    """Transposes the EMNIST image to the correct orientation."""
+
+    def __call__(self, image: Image) -> np.ndarray:
+        """Swaps axis."""
+        return np.array(image).swapaxes(0, 1)
-- 
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