Update app.py

app.py

@@ -43,6 +43,16 @@ def inference(input_img, transparency = 0.5, target_layer_number = -1):
 title = "CIFAR10 trained on ResNet18 Model with GradCAM"
 description = "Gradio interface to infer on ResNet18 model, and get GradCAM results"
 examples = [["cat.jpg", 0.5, -1], ["dog.jpg", 0.5, -1]]
+demo = gr.Interface(
+    inference, 
+    inputs = [gr.Image(shape=(32, 32), label="Input Image"), gr.Slider(0, 1, value = 0.5, label="Opacity of GradCAM"), gr.Slider(-2, -1, value = -2, step=1, label="Which Layer?")], 
+    outputs = [gr.Label(num_top_classes=3), gr.Image(shape=(32, 32), label="Output").style(width=128, height=128)],
+    title = title,
+    description = description,
+    examples = examples,
+)
+demo.launch()
+
 demo = gr.Interface(
     inference, 
     inputs = [gr.Image(shape=(32, 32), label="Input Image"), gr.Slider(0, 1, value = 0.5, label="Opacity of GradCAM"), gr.Slider(-2, -1, value = -2, step=1, label="Which Layer?")],