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colorization_module.app

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+import os
+os.system("hub install deoldify==1.0.1")
+import gradio as gr
+import paddlehub as hub
+from pathlib import Path
+from datetime import datetime
+from typing import Optional
+
+
+model = hub.Module(name='deoldify')
+# NOTE:  Max is 45 with 11GB video cards. 35 is a good default
+render_factor=35
+
+
+def colorize_image(image):
+    # now = datetime.now().strftime("%Y%m%d-%H%M%S-%f")
+    if not os.path.exists("./output"):
+        os.makedirs("./output")
+    # if image is not None:
+    #     image.save(f"./output/{now}-input.jpg")    
+    model.predict(image.name)
+    return './output/DeOldify/'+Path(image.name).stem+".png"
+
+
+def create_interface():
+    with gr.Blocks() as enhancer:
+        gr.Markdown("Colorize old black & white photos")
+        with gr.Column(scale=1, label = "Colorize photo", visible=True) as colorize_column:
+            colorize_input = gr.Image(type="file")
+            colorize_button = gr.Button("Colorize!")
+            colorize_output = gr.Image(type="file")
+            download_colorize_button = gr.outputs.File(label="Download colorized image!")
+            colorize_button.click(colorize_image, inputs=colorize_input, outputs=colorize_output)
+    enhancer.launch()
+
+def run_code():
+    create_interface()
+
+# The main function
+run_code()