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Runtime error
| 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)) | |
| app_interface = gr.Interface(fn=perform_style_transfer, | |
| inputs=[content_image_input, style_image_input], | |
| outputs="image") | |
| app_interface.launch() |