Добавил скрипты для валидации.

scripts/score_validation.py

@@ -0,0 +1,27 @@
+import os
+from paddleocr import PaddleOCR
+from typing import Optional
+
+ocr = PaddleOCR(rec_model_dir="output/vin_rec_inference")
+
+def get_best_accuracy(ocr: PaddleOCR, file_path: str) -> Optional[tuple[str, float]]:
+    result = ocr.predict(file_path)
+    texts_with_scores = [item for item in filter(
+        lambda x: len(x[0]) == 17,
+        zip(result[0]["rec_texts"], result[0]["rec_scores"])
+    )]
+    if texts_with_scores:
+        return max(
+            texts_with_scores,
+            key=lambda y: y[1]
+        )
+    else:
+        return None
+        
+
+with open("train_data/val.txt", "r") as label_file:
+    for line in label_file.readlines():
+        file_name, label = line.split("\t")
+        path = os.path.join("train_data", os.path.join("images", file_name))
+        print(file_name)
+        print(get_best_accuracy(ocr, path))