Minor updates.

1 files changed, 10 insertions, 5 deletions

diff --git a/src/text_recognizer/datasets/util.py b/src/text_recognizer/datasets/util.py
index bf5e772..da87756 100644
--- a/src/text_recognizer/datasets/util.py
+++ b/src/text_recognizer/datasets/util.py
@@ -1,17 +1,14 @@
 """Util functions for datasets."""
 import hashlib
-import importlib
 import json
 import os
 from pathlib import Path
 import string
-from typing import Callable, Dict, List, Optional, Type, Union
-from urllib.request import urlopen, urlretrieve
+from typing import Dict, List, Optional, Union
+from urllib.request import urlretrieve
 
-import cv2
 from loguru import logger
 import numpy as np
-from PIL import Image
 import torch
 from torch import Tensor
 from torchvision.datasets import EMNIST
@@ -50,11 +47,13 @@ class EmnistMapper:
         pad_token: str,
         init_token: Optional[str] = None,
         eos_token: Optional[str] = None,
+        lower: bool = False,
     ) -> None:
         """Loads the emnist essentials file with the mapping and input shape."""
         self.init_token = init_token
         self.pad_token = pad_token
         self.eos_token = eos_token
+        self.lower = lower
 
         self.essentials = self._load_emnist_essentials()
         # Load dataset information.
@@ -120,6 +119,12 @@ class EmnistMapper:
     def _augment_emnist_mapping(self) -> None:
         """Augment the mapping with extra symbols."""
         # Extra symbols in IAM dataset
+        if self.lower:
+            self._mapping = {
+                k: str(v)
+                for k, v in enumerate(list(range(10)) + list(string.ascii_lowercase))
+            }
+
         extra_symbols = [
             " ",
             "!",