test

app.py

@@ -11,8 +11,7 @@ class_labels = [
 	'Nasi Putih','Nugget','Opor Ayam','Pempek',
 	'Rendang','Roti','Sate','Sosis',
 	'Soto','Tahu','Telur','Tempe',
-	'Tumis Kangkung',
-	'Udang',
+	'Tumis Kangkung','Udang',
 ]
 
 def process(img):
@@ -26,7 +25,7 @@ def predict(img):
     class_idx = np.argmax(pred)
     confidence = pred[0][class_idx]
     class_name = class_labels[class_idx]
-    return f"{class_name} (confidence: {confidence:.2f})"
+    return class_name
 
 interface = gr.Interface(fn=predict, inputs=gr.Image(type="pil"),outputs="text")
 interface.launch()

labels.json

@@ -0,0 +1,28 @@
+{
+  "Ayam Bakar": {"Calories": 165, "Protein": 27, "Fat": 5, "Carbo": 0},
+  "Ayam Goreng": {"Calories": 260, "Protein": 25, "Fat": 17, "Carbo": 5},
+  "Bakso": {"Calories": 150, "Protein": 12, "Fat": 10, "Carbo": 5},
+  "Bakwan": {"Calories": 200, "Protein": 3, "Fat": 12, "Carbo": 20},
+  "Bihun": {"Calories": 110, "Protein": 1.5, "Fat": 0.5, "Carbo": 25},
+  "Capcay": {"Calories": 70, "Protein": 3, "Fat": 2, "Carbo": 10},
+  "Gado-Gado": {"Calories": 140, "Protein": 6, "Fat": 9, "Carbo": 10},
+  "Ikan Goreng": {"Calories": 200, "Protein": 22, "Fat": 12, "Carbo": 0},
+  "Kerupuk": {"Calories": 500, "Protein": 2, "Fat": 30, "Carbo": 55},
+  "Martabak Telur": {"Calories": 290, "Protein": 8, "Fat": 20, "Carbo": 20},
+  "Mie": {"Calories": 180, "Protein": 4, "Fat": 7, "Carbo": 25},
+  "Nasi Goreng": {"Calories": 180, "Protein": 4, "Fat": 6, "Carbo": 28},
+  "Nasi Putih": {"Calories": 130, "Protein": 2.5, "Fat": 0.3, "Carbo": 28},
+  "Nugget": {"Calories": 270, "Protein": 12, "Fat": 18, "Carbo": 15},
+  "Opor Ayam": {"Calories": 200, "Protein": 15, "Fat": 14, "Carbo": 3},
+  "Pempek": {"Calories": 150, "Protein": 7, "Fat": 7, "Carbo": 15},
+  "Rendang": {"Calories": 193, "Protein": 15, "Fat": 14, "Carbo": 3},
+  "Roti": {"Calories": 265, "Protein": 9, "Fat": 3.5, "Carbo": 49},
+  "Sate": {"Calories": 210, "Protein": 16, "Fat": 13, "Carbo": 5},
+  "Sosis": {"Calories": 310, "Protein": 12, "Fat": 28, "Carbo": 2},
+  "Soto": {"Calories": 100, "Protein": 6, "Fat": 5, "Carbo": 7},
+  "Tahu": {"Calories": 110, "Protein": 8, "Fat": 7, "Carbo": 3},
+  "Telur": {"Calories": 143, "Protein": 13, "Fat": 10, "Carbo": 1},
+  "Tempe": {"Calories": 192, "Protein": 19, "Fat": 11, "Carbo": 9},
+  "Tumis Kangkung": {"Calories": 60, "Protein": 2, "Fat": 3, "Carbo": 6},
+  "Udang": {"Calories": 99, "Protein": 24, "Fat": 0.3, "Carbo": 0.2}
+}