Update app.py

app.py

@@ -44,7 +44,7 @@ def has_camera_exif(image):
     return False
 
 # ----------------------------
-# DETEKSI HYBRID HF PRIORITAS
+# DETEKSI HYBRID DENGAN THRESHOLD LEBIH RENDAH
 # ----------------------------
 def detect_image(image):
     output_lines = []
@@ -58,14 +58,13 @@ def detect_image(image):
             result = hf_detector(image)
             hf_label = result[0]['label']
             hf_conf = result[0]['score'] * 100
-            # tentukan HF score AI relevan
             if any(x in hf_label.lower() for x in ["fake", "ai", "artificial"]):
                 hf_score = hf_conf
         except:
             hf_score = 0
 
-    # Jika HF confidence tinggi → langsung AI
-    if hf_score > 60:
+    # Jika HF confidence > 50 → langsung AI
+    if hf_score > 50:
         final_result = "🤖 AI Detected"
         weighted_score = hf_score
         output_lines.append(f"### Hasil Deteksi:\n{final_result}")
@@ -81,7 +80,7 @@ def detect_image(image):
             result2 = general_model(image)
             general_label = result2[0]['label']
             general_conf = result2[0]['score'] * 100
-            if any(x in general_label.lower() for x in ["anime","cartoon","illustration","maya"]):
+            if any(x in general_label.lower() for x in ["anime","cartoon","illustration","maya","3d"]):
                 general_score = general_conf
         except:
             general_score = 0
@@ -97,7 +96,7 @@ def detect_image(image):
         local_score += 10
 
     # -------- Weighted Score (general + local) --------
-    weighted_score = general_score*0.6 + local_score*0.4
+    weighted_score = general_score*0.7 + local_score*0.3
 
     if weighted_score > 50:
         final_result = "🤖 AI Detected"
@@ -122,7 +121,7 @@ iface = gr.Interface(
     fn=detect_image,
     inputs=gr.Image(type="pil"),
     outputs="markdown",
-    title="AI vs Foto Asli Detector (HF Prioritas)",
+    title="AI vs Foto Asli Detector (Versi Akurat)",
     description="Unggah gambar, sistem akan mendeteksi apakah gambar kemungkinan besar asli atau dihasilkan AI."
 )