Create app.py

app.py

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+import os
+from deepface import DeepFace
+
+def compare_faces():
+    results = []
+
+    # 여자 이미지 파일 경로 리스트 생성
+    female_image_paths = [f"images/F_{i}.jpg" for i in range(1, 23)]
+
+    for male_index in range(1, 33):
+        # 남자 이미지 파일 경로
+        male_image_path = f"images/M_{male_index}.jpg"
+        
+        max_similarity = -1
+        min_similarity = float('inf')
+        most_similar = None
+        least_similar = None
+
+        for female_image_path in female_image_paths:
+            result = DeepFace.verify(male_image_path, female_image_path)
+            similarity = 1 - result["distance"]
+            
+            if similarity > max_similarity:
+                max_similarity = similarity
+                most_similar = female_image_path
+            
+            if similarity < min_similarity:
+                min_similarity = similarity
+                least_similar = female_image_path
+
+        most_similar_name = os.path.basename(most_similar)
+        least_similar_name = os.path.basename(least_similar)
+
+        results.append(
+            f"남자 M_{male_index}:\n"
+            f"  가장 유사도가 높은 사람: {most_similar_name} (유사도: {max_similarity:.2f})\n"
+            f"  가장 유사도가 낮은 사람: {least_similar_name} (유사도: {min_similarity:.2f})"
+        )
+
+    return "\n\n".join(results)
+
+def main():
+    results = compare_faces()
+    print(results)
+
+if __name__ == "__main__":
+    main()