Spaces:
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adds size and opacity sliders for the watermark image
#1
by
ysharma
HF Staff
- opened
app.py
CHANGED
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@@ -1,5 +1,8 @@
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import gradio as gr
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import os
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css = """
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p {
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@@ -58,11 +61,57 @@ w5 = os.path.join(os.path.dirname(__file__), "files/frog.jpg")
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w6 = os.path.join(os.path.dirname(__file__), "files/Human_generated.png")
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w7 = os.path.join(os.path.dirname(__file__), "files/hf-logo_transpng.png")
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def generate_image(original_image, watermark):
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return gr.Image(original_image, watermark=watermark)
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def
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with gr.Blocks(css=css) as demo:
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@@ -96,15 +145,72 @@ with gr.Blocks(css=css) as demo:
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gr.Markdown("**Inputs**: Image and watermark file")
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with gr.Column():
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gr.Markdown("**Output**: Watermarked image")
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with gr.Tab("Video Watermarking"):
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with gr.Column():
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gr.Markdown("**Inputs**: Video and watermark file")
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with gr.Column():
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gr.Markdown("**Output**: Watermarked video")
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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import os
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import tempfile
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from PIL import Image
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import numpy as np
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css = """
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p {
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w6 = os.path.join(os.path.dirname(__file__), "files/Human_generated.png")
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w7 = os.path.join(os.path.dirname(__file__), "files/hf-logo_transpng.png")
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def process_watermark(watermark_path, opacity, size, for_video=False):
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"""Process watermark image with opacity and size adjustments"""
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if watermark_path is None:
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return None
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# Load watermark image
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if isinstance(watermark_path, str):
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watermark = Image.open(watermark_path)
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else:
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watermark = Image.fromarray(watermark_path) if isinstance(watermark_path, np.ndarray) else watermark_path
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# Convert to RGBA if not already
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if watermark.mode != 'RGBA':
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watermark = watermark.convert('RGBA')
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# Resize watermark based on size parameter
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original_size = watermark.size
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new_size = (int(original_size[0] * size), int(original_size[1] * size))
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watermark = watermark.resize(new_size, Image.Resampling.LANCZOS)
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# Applying Opacity
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# Get the alpha channel and multiply by opacity
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r, g, b, a = watermark.split()
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a = a.point(lambda x: int(x * opacity))
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watermark = Image.merge('RGBA', (r, g, b, a))
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# Return PIL Image for images, file path for videos
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if for_video:
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temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.png')
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watermark.save(temp_file.name, 'PNG')
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temp_file.close()
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return temp_file.name
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else:
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return watermark
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def generate_image(original_image, watermark, opacity, size):
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if original_image is None:
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return None
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processed_watermark = process_watermark(watermark, opacity, size, for_video=False)
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# Convert original_image to PIL Image if it's a numpy array
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if isinstance(original_image, np.ndarray):
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original_image = Image.fromarray(original_image)
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return gr.Image(original_image, watermark=processed_watermark)
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def generate_video(original_video, watermark, opacity, size):
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if original_video is None:
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return None
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processed_watermark = process_watermark(watermark, opacity, size, for_video=True)
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return gr.Video(original_video, watermark=processed_watermark)
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with gr.Blocks(css=css) as demo:
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gr.Markdown("**Inputs**: Image and watermark file")
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with gr.Column():
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gr.Markdown("**Output**: Watermarked image")
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(label="Original Image")
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watermark_image = gr.Image(type='filepath', image_mode=None, label="Watermark Image")
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with gr.Accordion("Watermark settings", open=False):
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opacity_slider = gr.Slider(minimum=0.0, maximum=1.0, value=1.0, step=0.1, label="Watermark Opacity")
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size_slider = gr.Slider(minimum=0.1, maximum=2.0, value=1.0, step=0.1, label="Watermark Size")
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generate_btn = gr.Button("Generate Watermarked Image")
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with gr.Column():
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output_image = gr.Image(label="Watermarked Image")
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# Examples
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gr.Examples(
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examples=[
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[d, w7, 1.0, 1.0],
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[w4, w5, 0.7, 0.8],
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[c, w6, 0.9, 1.2]
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],
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inputs=[input_image, watermark_image, opacity_slider, size_slider],
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outputs=output_image,
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fn=generate_image,
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cache_examples=False
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)
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generate_btn.click(
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fn=generate_image,
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inputs=[input_image, watermark_image, opacity_slider, size_slider],
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outputs=output_image
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)
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with gr.Tab("Video Watermarking"):
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with gr.Column():
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gr.Markdown("**Inputs**: Video and watermark file")
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with gr.Column():
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gr.Markdown("**Output**: Watermarked video")
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with gr.Row():
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with gr.Column():
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input_video = gr.Video(label="Original Video")
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watermark_video = gr.Image(type='filepath', image_mode=None, label="Watermark Image")
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with gr.Accordion("Watermark settings", open=False):
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opacity_slider_video = gr.Slider(minimum=0.0, maximum=1.0, value=1.0, step=0.1, label="Watermark Opacity")
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size_slider_video = gr.Slider(minimum=0.1, maximum=2.0, value=1.0, step=0.1, label="Watermark Size")
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generate_btn_video = gr.Button("Generate Watermarked Video")
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with gr.Column():
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output_video = gr.Video(label="Watermarked Video")
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# Examples
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gr.Examples(
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examples=[
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[a, w1, 1.0, 1.0],
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[b, w2, 0.8, 0.9],
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[a, w3, 0.6, 1.5],
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[b, w4, 0.7, 0.8]
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],
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inputs=[input_video, watermark_video, opacity_slider_video, size_slider_video],
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outputs=output_video,
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fn=generate_video
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)
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generate_btn_video.click(
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fn=generate_video,
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inputs=[input_video, watermark_video, opacity_slider_video, size_slider_video],
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outputs=output_video
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)
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if __name__ == "__main__":
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demo.launch()
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