Create app.py

app.py

@@ -0,0 +1,13 @@
+import gradio as gr
+def alz_mri_classification(image):
+    classifier = pipeline("image-classification", model="dewifaj/alzheimer_mri_classification")
+    result = classifier(image)
+    # extract the highest score
+    prediction = result[0]
+    score = prediction['score']
+    label = prediction['label']
+    return {"score": score, "label": label}
+
+image_input = gr.Image(type="pil", label="Upload Image")
+iface = gr.Interface(fn=alz_mri_classification, inputs=image_input, outputs="json", title="Alzheimer Recognition from MRI")
+iface.launch()