Update app.py

app.py

@@ -0,0 +1,17 @@
+from fastai.vision.all import *
+import gradio as gr
+
+learn = load_learner('model.pkl')
+
+categories = ('Hijab','NotHijab',"Man")
+
+def classify_image(img):
+    pred, idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(192,192))
+lebel = gr.outputs.Label()
+examples = ['hijab.jpeg','nothijab.jpeg','man.jpeg']
+
+intf  = gr.Interface(fn=classify_image, inputs=image, outputs=lebel,examples=examples)
+intf.launch(inline=False)