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Update app.py
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app.py
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import os
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import gradio as gr
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import json
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from gradio_client import Client, handle_file
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backend = Client(os.getenv("BACKEND"), hf_token=os.getenv("TOKEN"))
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def detect(image):
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result_text = backend.predict(
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image=handle_file(image),
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api_name="/detect"
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)
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result = json.loads(result_text)
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if result and result["status"] == "ok":
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return result["overall"], result["aigen"], result["deepfake"]
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else:
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raise gr.Error("Error in processing image")
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custom_css = """
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.button-gradient {
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background: linear-gradient(45deg, #ff416c, #ff4b2b, #ff9b00, #ff416c);
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background-size: 400% 400%;
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border: none;
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padding: 14px 28px;
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font-size: 16px;
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font-weight: bold;
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color: white;
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border-radius: 10px;
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cursor: pointer;
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transition: 0.3s ease-in-out;
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animation: gradientAnimation 2s infinite linear;
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box-shadow: 0 4px 10px rgba(255, 65, 108, 0.6);
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}
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@keyframes gradientAnimation {
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0% { background-position: 0% 50%; }
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25% { background-position: 50% 100%; }
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50% { background-position: 100% 50%; }
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75% { background-position: 50% 0%; }
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100% { background-position: 0% 50%; }
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}
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.button-gradient:hover {
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transform: scale(1.05);
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box-shadow: 0 6px 15px rgba(255, 75, 43, 0.8);
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}
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"""
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MARKDOWN0 = """
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# DeepFake Detector - ❤️Like above if this space helps
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#### [Learn more about our
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"""
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MARKDOWN3 = """
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<div align="right"><a href="https://faceonlive.com/face-search-online" target='_blank' style='font-size: 16px;'>Reverse Face Search</div><br/>
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<div align="right"><a href="https://faceonlive.com/reverse-image-search" target='_blank' style='font-size: 16px;'>Reverse Image Search</div>
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"""
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lbl_overall = gr.Label(label = "Overall")
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lbl_aigen = gr.Label(label = "Generative AI Model")
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lbl_deepfake = gr.Label(label = "Face Manipulation")
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with gr.Blocks(css=custom_css) as demo:
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gr.Markdown(MARKDOWN0)
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with gr.Row():
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with gr.Column(scale=1) as col1:
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image = gr.Image(type='filepath', height=360)
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detect_button = gr.Button("Detect", elem_classes="button-gradient")
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gr.Examples(['examples/1.jpg', 'examples/2.jpg'], inputs=image, cache_examples=True, fn=detect, outputs = [lbl_overall, lbl_aigen, lbl_deepfake])
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with gr.Column(scale=2) as col2:
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lbl_overall.render()
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with gr.Row():
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with gr.Column():
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lbl_aigen.render()
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with gr.Column():
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lbl_deepfake.render()
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gr.HTML(MARKDOWN3)
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with gr.Row():
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with gr.Column(scale=1):
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gr.HTML('<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2FFaceOnLive%2FDeep-Fake-Detector"><img src="https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2FFaceOnLive%2FDeep-Fake-Detector&labelColor=%23ff8a65&countColor=%2337d67a&style=flat&labelStyle=upper" /></a>')
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with gr.Column(scale=5):
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html = gr.HTML()
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detect_button.click(detect, inputs=[image], outputs=[lbl_overall, lbl_aigen, lbl_deepfake], api_name=False)
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demo.queue(api_open=False, default_concurrency_limit=8).launch(server_name="0.0.0.0", show_api=False)
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import os
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import gradio as gr
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import json
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from gradio_client import Client, handle_file
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backend = Client(os.getenv("BACKEND"), hf_token=os.getenv("TOKEN"))
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def detect(image):
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result_text = backend.predict(
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image=handle_file(image),
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api_name="/detect"
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)
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result = json.loads(result_text)
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if result and result["status"] == "ok":
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return result["overall"], result["aigen"], result["deepfake"]
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else:
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raise gr.Error("Error in processing image")
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custom_css = """
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.button-gradient {
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background: linear-gradient(45deg, #ff416c, #ff4b2b, #ff9b00, #ff416c);
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background-size: 400% 400%;
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border: none;
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padding: 14px 28px;
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font-size: 16px;
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font-weight: bold;
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color: white;
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border-radius: 10px;
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cursor: pointer;
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transition: 0.3s ease-in-out;
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animation: gradientAnimation 2s infinite linear;
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box-shadow: 0 4px 10px rgba(255, 65, 108, 0.6);
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}
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@keyframes gradientAnimation {
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0% { background-position: 0% 50%; }
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25% { background-position: 50% 100%; }
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50% { background-position: 100% 50%; }
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75% { background-position: 50% 0%; }
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100% { background-position: 0% 50%; }
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}
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.button-gradient:hover {
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transform: scale(1.05);
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box-shadow: 0 6px 15px rgba(255, 75, 43, 0.8);
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}
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"""
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MARKDOWN0 = """
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# DeepFake Detector - ❤️Like above if this space helps
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#### [Learn more about our Deepfake Detection.](https://faceonlive.com/deepfake-detector)
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"""
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MARKDOWN3 = """
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<div align="right"><a href="https://faceonlive.com/face-search-online" target='_blank' style='font-size: 16px;'>Reverse Face Search</div><br/>
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<div align="right"><a href="https://faceonlive.com/reverse-image-search" target='_blank' style='font-size: 16px;'>Reverse Image Search</div>
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"""
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lbl_overall = gr.Label(label = "Overall")
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lbl_aigen = gr.Label(label = "Generative AI Model")
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lbl_deepfake = gr.Label(label = "Face Manipulation")
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with gr.Blocks(css=custom_css) as demo:
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gr.Markdown(MARKDOWN0)
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with gr.Row():
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with gr.Column(scale=1) as col1:
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image = gr.Image(type='filepath', height=360)
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detect_button = gr.Button("Detect", elem_classes="button-gradient")
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gr.Examples(['examples/1.jpg', 'examples/2.jpg'], inputs=image, cache_examples=True, fn=detect, outputs = [lbl_overall, lbl_aigen, lbl_deepfake])
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with gr.Column(scale=2) as col2:
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lbl_overall.render()
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with gr.Row():
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with gr.Column():
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lbl_aigen.render()
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with gr.Column():
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lbl_deepfake.render()
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gr.HTML(MARKDOWN3)
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with gr.Row():
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with gr.Column(scale=1):
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gr.HTML('<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2FFaceOnLive%2FDeep-Fake-Detector"><img src="https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2FFaceOnLive%2FDeep-Fake-Detector&labelColor=%23ff8a65&countColor=%2337d67a&style=flat&labelStyle=upper" /></a>')
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with gr.Column(scale=5):
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html = gr.HTML()
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detect_button.click(detect, inputs=[image], outputs=[lbl_overall, lbl_aigen, lbl_deepfake], api_name=False)
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demo.queue(api_open=False, default_concurrency_limit=8).launch(server_name="0.0.0.0", show_api=False)
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