init app

main.py

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+import gradio as gr
+from gradio_client import Client
+
+clientGFPGAN = Client("leonelhs/GFPGAN")
+clientZeroScratches = Client("leonelhs/ZeroScratches")
+clientDeoldify = Client("leonelhs/deoldify")
+clientEnhanceLight = Client("leonelhs/Zero-DCE")
+clientZeroBackground = Client("leonelhs/ZeroBackground")
+clientFaceParser = Client("leonelhs/faceparser")
+
+
+def enhance_face(image):
+    return clientGFPGAN.predict(image, "v1.4", "2", api_name="/predict")[1]
+
+
+def zero_scratches(image):
+    return clientZeroScratches.predict(image, api_name="/predict")
+
+
+def colorize_photo(image):
+    return clientDeoldify.predict(image, api_name="/predict")
+
+
+def enhance_light(image):
+    return clientEnhanceLight.predict(image, api_name="/predict")
+
+
+def zero_background(image, new_bgr):
+    return clientZeroBackground.predict(image, new_bgr, api_name="/predict")
+
+
+def parse_face(image):
+    return clientFaceParser.predict(image, api_name="/predict")
+
+
+def mirror(x):
+    return x
+
+
+footer = r"""
+<center>
+<p>This App is running on a CPU, help us to upgrade a GPU or just give us a <a href='https://github.com/leonelhs/face-shine' target='_blank'>Github ⭐</a></p>
+</br>
+<a href="https://www.buymeacoffee.com/leonelhs">
+    <img src="https://img.buymeacoffee.com/button-api/?text=Buy me a coffee&emoji=&slug=leonelhs&button_colour=FFDD00&font_colour=000000&font_family=Cookie&outline_colour=000000&coffee_colour=ffffff" />
+</a>
+</center>
+</br>
+<center><span>[email protected]</span></center>
+"""
+
+with gr.Blocks() as app:
+    with gr.Tab("Face Shine"):
+        with gr.Row():
+            with gr.Column(scale=1):
+                btn_hires = gr.Button(value="Enhance resolution")
+                btn_eraser = gr.Button(value="Erase scratches")
+                btn_color = gr.Button(value="Colorize photo")
+                btn_light = gr.Button(value="Enhance light")
+                with gr.Accordion("Clear background", open=False):
+                    btn_clear = gr.Button(value="Clear background")
+                    # chk_newbgr = gr.Checkbox(label="Change background")
+                    img_newbgr = gr.Image(label="Choose file for new background", type="filepath")
+
+            with gr.Column(scale=4):
+                with gr.Row():
+                    img_input = gr.Image(label="Input", type="filepath")
+                    img_output = gr.Image(label="Result", type="filepath", interactive=False)
+
+                with gr.Row():
+                    btn_swap = gr.Button(value="Swap images")
+                    btn_reset = gr.Button("Clear")
+
+                btn_hires.click(enhance_face, inputs=[img_input], outputs=[img_output])
+                btn_eraser.click(zero_scratches, inputs=[img_input], outputs=[img_output])
+                btn_color.click(colorize_photo, inputs=[img_input], outputs=[img_output])
+                btn_light.click(enhance_light, inputs=[img_input], outputs=[img_output])
+                btn_clear.click(zero_background, inputs=[img_input, img_newbgr], outputs=[img_output])
+                btn_swap.click(mirror, inputs=[img_output], outputs=[img_input])
+                btn_reset.click(lambda: None, None, img_input, queue=False)
+
+    with gr.Tab("Settings"):
+        with gr.Accordion("Real-ESRGAN: Practical Image/Video Restoration. ", open=False):
+            gr.Radio(['v1.2', 'v1.3', 'v1.4', 'RestoreFormer'], type="value", label='version')
+        with gr.Accordion("GFPGAN: Practical Face Restoration Algorithm", open=False):
+            gr.Checkbox(label="Include false", info="Extra process for face enhancement")
+            gr.Radio(['v1.2', 'v1.3', 'v1.4', 'RestoreFormer'], type="value", label='version')
+            gr.Dropdown(
+                ["1", "2", "3", "4"], label="Scale", info="Select output scale"
+            )
+        gr.Button("Save settings")
+
+    with gr.Row():
+        gr.HTML(footer)
+
+app.launch()

requirements.txt

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+gradio