import gradio as gr import os css = """ p { font-size: 120%; } li { font-size: 110%; } html, body { overflow: scroll; } video { max-height: 400px; } .container { height: initial; } .image-container { width: 200px; max-height: auto; margin: auto; } img { max-height: 400px; } """ # 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") c = os.path.join(os.path.dirname(__file__), "files/bird.bmp") d = os.path.join(os.path.dirname(__file__), "files/groot.jpeg") 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") w5 = os.path.join(os.path.dirname(__file__), "files/frog.jpg") w6 = os.path.join(os.path.dirname(__file__), "files/Human_generated.png") w7 = os.path.join(os.path.dirname(__file__), "files/hf-logo_transpng.png") def generate_image(original_image, watermark): return gr.Image(original_image, watermark=watermark) def generate_video(original_video, watermark): return gr.Video(original_video, watermark=watermark) with gr.Blocks(css=css) as demo: with gr.Row(): with gr.Column(): gr.Markdown("# 🤗 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. - Watermarks can also provide information about content created by people.""") 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('**Image Watermark Code:**') gr.Code('import gradio as gr\n\nwatermarked_image = gr.Image(original_image_file, watermark=watermark_file)', lines=3) gr.Markdown('**Video Watermark 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.Tab("Image Watermarking"): with gr.Column(): gr.Markdown("**Inputs**: Image and watermark file") with gr.Column(): gr.Markdown("**Output**: Watermarked image") gr.Interface(generate_image, [gr.Image(), gr.Image(type='filepath', image_mode=None)], gr.Image(), examples=[[d, w7], [w4, w5], [c, w6],]) with gr.Tab("Video Watermarking"): 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()