diff --git a/image_processing.py b/image_processing.py
index 5275512..574109f 100644
--- a/image_processing.py
+++ b/image_processing.py
@@ -44,7 +44,11 @@ def convert_image(image_path):
 
 def ocr_image(image_path):
     logging.info(f"OCR'ing {image_path}...")
-    text_filename = os.path.basename(image_path).replace(".jpg", ".txt")
+    
+    base_name = os.path.basename(image_path)
+    root_name, _ = os.path.splitext(base_name)
+    text_filename = f"{root_name}.txt"
+    
     text_path = os.path.join(CONVERTED_DIR, text_filename)
     cmd = ["tesseract", image_path, text_path.replace(".txt", "")]
     try: