revisions on tghe make_predictions

app.py

@@ -102,36 +102,24 @@ def upload_files():
 
 
 def make_predictions(image_paths):
-    # temp = None
-    try:
-        # For Windows OS
-        # temp = pathlib.PosixPath  # Save the original state
-        # pathlib.PosixPath = pathlib.WindowsPath  # Change to WindowsPath temporarily
-        
-        model_path = Path(r'model/export')
-        learner = load_learner(model_path)
-        
-        predictions = []
-
-        for image_path in image_paths:
-            # Open the image using fastai's open_image function
-            image = open_image(image_path)
-
-            # Make a prediction
-            prediction_class, prediction_idx, probabilities = learner.predict(image)
+    model_path = Path('model/export')
+    learner = load_learner(model_path)
+    
+    predictions = []
 
-            # If you want the predicted class as a string
-            predicted_class_str = str(prediction_class)
-            
-            predictions.append(predicted_class_str)
+    for image_path in image_paths:
+        # Open the image using fastai's open_image function
+        image = open_image(image_path)
 
-        return predictions
+        # Make a prediction
+        prediction_class, prediction_idx, probabilities = learner.predict(image)
 
-    except Exception as e:
-        return {"error in make_predictions": str(e)}
+        # If you want the predicted class as a string
+        predicted_class_str = str(prediction_class)
         
-    # finally:
-        # pathlib.PosixPath = temp 
+        predictions.append(predicted_class_str)
+
+    return predictions
 
 
 @app.route('/predict/<filenames>', methods=['GET', 'POST'])

static/temp/sample_711_ocr.json

@@ -1 +1 @@
-{"ParsedResults": [{"TextOverlay": {"Lines": [{"LineText": "BHu Convenience Store", "Words": [{"WordText": "BHu", "Left": 120.0, "Top": 208.0, "Height": 49.0, "Width": 73.0}, {"WordText": "Convenience", "Left": 200.0, "Top": 208.0, "Height": 49.0, "Width": 251.0}, {"WordText": "Store", "Left": 457.0, "Top": 208.0, "Height": 49.0, "Width": 112.0}], "MaxHeight": 49.0, "MinTop": 208.0}, {"LineText": "Orned & Uperated by: Nancy A.", "Words": [{"WordText": "Orned", "Left": 39.0, "Top": 263.0, "Height": 46.0, "Width": 115.0}, {"WordText": "&", "Left": 160.0, "Top": 263.0, "Height": 46.0, "Width": 35.0}, {"WordText": "Uperated", "Left": 200.0, "Top": 263.0, "Height": 46.0, "Width": 184.0}, {"WordText": "by", "Left": 390.0, "Top": 263.0, "Height": 46.0, "Width": 75.0}, {"WordText": ":", "Left": 390.0, "Top": 263.0, "Height": 46.0, "Width": 75.0}, {"WordText": "Nancy", "Left": 470.0, "Top": 263.0, "Height": 46.0, "Width": 121.0}, {"WordText": "A", "Left": 597.0, "Top": 263.0, "Height": 46.0, "Width": 57.0}, {"WordText": ".", "Left": 597.0, "Top": 263.0, "Height": 46.0, "Width": 57.0}], "MaxHeight": 46.0, "MinTop": 263.0}, {"LineText": "C1 inacosa", "Words": [{"WordText": "C1", "Left": 244.0, "Top": 315.0, "Height": 42.0, "Width": 48.0}, {"WordText": "inacosa", "Left": 296.0, "Top": 315.0, "Height": 42.0, "Width": 149.0}], "MaxHeight": 42.0, "MinTop": 315.0}, {"LineText": "VAIRSGTIN 0333-698-685-002", "Words": [{"WordText": "VAIRSGTIN", "Left": 81.0, "Top": 364.0, "Height": 49.0, "Width": 198.0}, {"WordText": "0333", "Left": 285.0, "Top": 364.0, "Height": 49.0, "Width": 349.0}, {"WordText": "-", "Left": 285.0, "Top": 364.0, "Height": 49.0, "Width": 349.0}, {"WordText": "698", "Left": 285.0, "Top": 364.0, "Height": 49.0, "Width": 349.0}, {"WordText": "-", "Left": 285.0, "Top": 364.0, "Height": 49.0, "Width": 349.0}, {"WordText": "685", "Left": 285.0, "Top": 364.0, "Height": 49.0, "Width": 349.0}, {"WordText": "-", "Left": 285.0, "Top": 364.0, "Height": 49.0, "Width": 349.0}, {"WordText": "002", "Left": 285.0, "Top": 364.0, "Height": 49.0, "Width": 349.0}], "MaxHeight": 49.0, "MinTop": 364.0}, {"LineText": "Poblacion, Leon, Iloila.", "Words": [{"WordText": "Poblacion", "Left": 101.0, "Top": 416.0, "Height": 55.0, "Width": 213.0}, {"WordText": ",", "Left": 101.0, "Top": 416.0, "Height": 55.0, "Width": 213.0}, {"WordText": "Leon", "Left": 321.0, "Top": 416.0, "Height": 55.0, "Width": 124.0}, {"WordText": ",", "Left": 321.0, "Top": 416.0, "Height": 55.0, "Width": 124.0}, {"WordText": "Iloila", "Left": 452.0, "Top": 416.0, "Height": 55.0, "Width": 159.0}, {"WordText": ".", "Left": 452.0, "Top": 416.0, "Height": 55.0, "Width": 159.0}], "MaxHeight": 55.0, "MinTop": 416.0}, {"LineText": "Philippines", "Words": [{"WordText": "Philippines", "Left": 224.0, "Top": 466.0, "Height": 46.0, "Width": 244.0}], "MaxHeight": 46.0, "MinTop": 466.0}, {"LineText": "TEl H: NULL", "Words": [{"WordText": "TEl", "Left": 228.0, "Top": 516.0, "Height": 46.0, "Width": 75.0}, 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