Adding app.py

Adding app file

app.py

@@ -0,0 +1,17 @@
+import gradio as gr
+import numpy as np
+
+def clasifica_imagen(inp):
+  inp = inp.resize((224,224))
+  inp = np.asarray(inp)[:,:,:3]
+  inp = inp.reshape(-1,224,224,3)
+  inp = tf.keras.applications.mobilenet_v2.preprocess_input(inp)
+  prediction = inception_net.predict(inp).flatten()
+  confidences = {etiquetas[i] : float(prediction[i]) for i in range(len(etiquetas)-1)}
+  return confidences
+
+demo=gr.Interface(fn= clasifica_imagen,
+                  inputs=gr.Image(type='pil',height=200, width = 200),
+                  outputs = gr.Label(num_top_classes = 3)
+                  )
+demo.launch(share=True)