Update app.py

app.py

@@ -67,7 +67,7 @@ def ensure_probability(x):
     return x
 
 # ============================================================
-# 6. PREDICTION (TEXT + MAIN RESULT)
+# 6. PREDICTION → TABLE ONLY
 # ============================================================
 def predict_and_format_text(image_path):
     img_tensor = preprocess_image(image_path)
@@ -111,7 +111,7 @@ def predict_and_format_text(image_path):
     dme_conf = dme_pred[dme_idx] * 100
 
     # ======================================================
-    # 🔥 HASIL UTAMA (BESAR, BOLD, DI ATAS)
+    # 🔥 HASIL UTAMA (BESAR, DI ATAS)
     # ======================================================
     main_result = f"""
 <div style="text-align:center; font-size:30px; font-weight:800; margin-bottom:20px;">
@@ -121,26 +121,33 @@ def predict_and_format_text(image_path):
 """
 
     # ======================================================
-    # DETAIL HASIL
+    # 📊 TABEL HASIL (TANPA DETAIL)
     # ======================================================
-    detail = f"""
-<b>🔍 Diabetic Retinopathy (DR)</b><br/>
-Confidence: <b>{dr_conf:.2f}%</b><br/><br/>
-
-<b>👁️ Diabetic Macular Edema (DME)</b><br/>
-Confidence: <b>{dme_conf:.2f}%</b><br/><br/>
-
-<b>📊 DR Probabilities:</b><br/>
+    table_result = f"""
+<table style="width:100%; border-collapse:collapse; font-size:16px;">
+  <thead>
+    <tr style="background-color:#f2f2f2;">
+      <th style="border:1px solid #ccc; padding:8px;">Aspek</th>
+      <th style="border:1px solid #ccc; padding:8px;">Klasifikasi</th>
+      <th style="border:1px solid #ccc; padding:8px;">Confidence (%)</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="border:1px solid #ccc; padding:8px;">Diabetic Retinopathy (DR)</td>
+      <td style="border:1px solid #ccc; padding:8px;"><b>{dr_name}</b></td>
+      <td style="border:1px solid #ccc; padding:8px;">{dr_conf:.2f}%</td>
+    </tr>
+    <tr>
+      <td style="border:1px solid #ccc; padding:8px;">Diabetic Macular Edema (DME)</td>
+      <td style="border:1px solid #ccc; padding:8px;"><b>{dme_name}</b></td>
+      <td style="border:1px solid #ccc; padding:8px;">{dme_conf:.2f}%</td>
+    </tr>
+  </tbody>
+</table>
 """
 
-    for c, p in zip(DR_CLASSES, dr_pred):
-        detail += f"{c}: {p*100:.2f}%<br/>"
-
-    detail += "<br/><b>📉 DME Probabilities:</b><br/>"
-    for c, p in zip(DME_CLASSES, dme_pred):
-        detail += f"{c}: {p*100:.2f}%<br/>"
-
-    return main_result + detail
+    return main_result + table_result
 
 # ============================================================
 # 7. MULTI TEST IMAGES