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import gradio as gr | |
import os | |
css = """ | |
p { | |
font-size: 120%; | |
} | |
li { | |
font-size: 110%; | |
} | |
.container { | |
height: initial; | |
} | |
video { | |
max-height: 400px; | |
} | |
.image-container { | |
width: 200px; | |
max-height: 300px; | |
margin: auto; | |
} | |
img { | |
width: auto; | |
height: auto; | |
} | |
""" | |
# Optional CSS stuff for the header example image: | |
#example { | |
# width: 80%; | |
# height: 60% | |
#} | |
#example img { | |
# width: 80%; | |
# height: 80% | |
#} | |
a = os.path.join(os.path.dirname(__file__), "files/barkley_balloon.mp4") | |
b = os.path.join(os.path.dirname(__file__), "files/eiffel_tower.mp4") | |
w1 = os.path.join(os.path.dirname(__file__), "files/AI_generated.png") | |
w2 = os.path.join(os.path.dirname(__file__), "files/hf-logo.png") | |
w3 = os.path.join(os.path.dirname(__file__), "files/forest_qr_watermarking.png") | |
w4 = os.path.join(os.path.dirname(__file__), "files/cheetah1.jpg") | |
def generate_video(original_video, watermark): | |
return gr.Video(original_video, watermark=watermark) | |
# Use RGBA image mode to preserve transparency for png images. | |
with gr.Blocks(css=css) as demo: | |
with gr.Row(): | |
with gr.Column(): | |
gr.Markdown("# π€ Watermarking with Gradio: Example") | |
gr.Markdown("Watermarks can be **visible** or **invisible**.") | |
gr.Markdown("""They can provide information directly, or provide a link for more information. | |
- Visible watermarks are useful to disclose when content is AI-generated. | |
- Invisible watermarks can mark content as authentic. | |
- ...And vice versa! There are many possibilities for what watermarks can provide.""") | |
gr.Markdown("They are a useful tool for **AI provenance**.") | |
gr.Markdown() | |
gr.Markdown("""For more information on watermarking -- what watermarking is, why it's important, and the tools available on Hugging Face -- please check out [our blogpost on AI watermarking](https://huggingface.co/blog/watermarking).""") | |
gr.Markdown() | |
gr.Markdown("## Try it out below!") | |
with gr.Column(): | |
with gr.Column(): | |
gr.Image('files/watermark_example.png', visible=False) | |
with gr.Column(): | |
gr.Image('files/watermark_example.png', show_label=False, show_download_button=False, elem_id='example', container=False, interactive=False) | |
gr.Markdown('**Code:**') | |
gr.Code('import gradio as gr\n\nwatermarked_video = gr.Video(original_video_file, watermark=watermark_file)', lines=3) | |
with gr.Column(): | |
gr.Image('files/watermark_example.png', visible=False) | |
with gr.Row(): | |
with gr.Column(): | |
gr.Markdown("**Inputs**: Video and watermark file") | |
with gr.Column(): | |
gr.Markdown("**Output**: Watermarked video") | |
gr.Interface(generate_video, [gr.Video(), gr.Image(type='filepath', image_mode=None)], gr.Video(), | |
examples=[[a, w1], [b, w2], [a, w3], [b, w4]]) | |
if __name__ == "__main__": | |
demo.launch() |