Added application file

app.py

@@ -0,0 +1,27 @@
+import gradio as gr
+import numpy as np
+from PIL import Image
+import tensorflow as tf
+import tensorflow_hub as hub
+
+style_transfer_model = hub.load("https://tfhub.dev/google/magenta/arbitrary-image-stylization-v1-256/2")
+
+
+def perform_style_transfer(content_image, style_image):
+    
+    content_image = tf.convert_to_tensor(content_image, np.float32)[tf.newaxis, ...] / 255.
+    style_image = tf.convert_to_tensor(style_image, np.float32)[tf.newaxis, ...] / 255.
+    
+    output = style_transfer_model(content_image, style_image)
+    stylized_image = output[0]
+    
+    return Image.fromarray(np.uint8(stylized_image[0] * 255))
+
+
+content_image_input = gr.inputs.Image()
+style_image_input = gr.inputs.Image(shape=(256, 256))
+
+interface = gr.Interface(fn=perform_style_transfer,
+                  inputs=[content_image_input, style_image_input],
+                  outputs="image")
+Interface.launch()