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app/inference.py

@@ -58,4 +58,4 @@ def render_metrics(metrics):
     col1.metric("Average Accuracy", format_percent(overall.get("average_accuracy", 0)))
     col2.metric("Weighted F1", format_percent(overall.get("average_weighted_f1", 0)))
     col3.metric("Top-3 Accuracy", format_percent(overall.get("average_top3_accuracy", 0)))
-    col4.metric("Test Samples", f"{overall.get('test_samples', 0):,}")
+    col4.metric("Test Samples", f"{overall.get('samples', 0):,}")

autocatalog/data/preprocessing.py

@@ -5,7 +5,7 @@ COLOR_IMAGE_SIZE = 128
 COLOR_FEATURE_DIM = 37
 
 def extract_color_features(image, image_size=COLOR_IMAGE_SIZE):
-    image = image.conver("RGB").resize((image_size, image_size))
+    image = image.convert("RGB").resize((image_size, image_size))
     margin = int(image_size * 0.10)
     
     image = image.crop((