Create app.py

app.py

@@ -0,0 +1,18 @@
+from fastai.vision.all import *
+import gradio as gr
+
+categories = ('Man', 'Woman')
+learner = load_learner('export.pkl')
+
+
+def classify_img(img):
+    pred, idx, probs = learner.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+inputs = gr.Image(height=224, width=224)
+outputs = gr.Label()
+
+examples = ['0.jpg', '71.jpg', '47.jpg', '19.jpg']
+
+intf = gr.Interface(fn= classify_img, inputs=inputs, outputs=outputs, examples=examples)
+intf.launch(inline=False)