Update app.py

app.py

@@ -2,9 +2,13 @@ import gradio as gr
 import numpy as np
 
 
+
+# load the trained CNN model
+cnn_model = keras.models.load_model("fine_tuning.keras")
+
 def Normal_or_Pneumonia(img):
    img = img.reshape( -1, 180, 180,3 )
-   prediction = model.predict(img).tolist()[0]
+   prediction = cnn_model .predict(img).tolist()[0]
    CLASS_NAMES = ["PNEUMONIA DETECTOR"]
    return {CLASS_NAMES[i]: prediction[i] for i in range(1)}
 
@@ -20,4 +24,4 @@ iface = gr.Interface(
   inputs = image_input,
   outputs = gr.outputs.Label(),
 )
-iface.launch( enable_queue=True)
+iface.launch(share=True , debug = True)