Test data and results

results_average_embeddings.txt

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+======================================================================
+BURNLEY LOGO DETECTION TEST
+Model: dinov2
+Method: Margin-based (margin=0.05)
+======================================================================
+Date: 2026-03-31 11:45:03
+
+Configuration:
+  Embedding model:           dinov2
+  Similarity threshold:      0.7
+  DETR threshold:            0.5
+  Matching margin:           0.05
+  Test images processed:     516
+  Reference logos:           barnfield, vertu
+
+Results:
+  True Positives:       28
+  False Positives:      36
+  False Negatives:     125
+  Total Expected:      146
+
+Scores:
+  Precision:  0.4375 (43.8%)
+  Recall:     0.1918 (19.2%)
+  F1 Score:   0.2667 (26.7%)
+