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Create app.py

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  1. app.py +124 -0
app.py ADDED
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+ import io
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+ import gradio as gr
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+ from PIL import Image
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+ import vtracer
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+ import tempfile
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+
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+ # Localization dictionary
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+ TRANSLATIONS = {
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+ 'en': {
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+ 'title': 'Convert Image to SVG Vectors',
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+ 'description': 'Upload an image and customize the conversion parameters as needed.'
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+ },
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+ 'de': {
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+ 'title': 'Bild in SVG-Vektoren umwandeln',
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+ 'description': 'Laden Sie ein Bild hoch und passen Sie die Konvertierungsparameter nach Bedarf an.'
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+ }
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+ }
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+
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+ def convert_image(image, color_mode, hierarchical, mode, filter_speckle,
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+ color_precision, layer_difference, corner_threshold,
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+ length_threshold, max_iterations, splice_threshold, path_precision):
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+ """Converts an image to SVG using vtracer with customizable parameters."""
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+ # Convert Gradio image to bytes for vtracer compatibility
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+ img_byte_array = io.BytesIO()
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+ image.save(img_byte_array, format='PNG')
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+ img_bytes = img_byte_array.getvalue()
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+
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+ # Perform the conversion
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+ svg_str = vtracer.convert_raw_image_to_svg(
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+ img_bytes,
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+ img_format='png',
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+ colormode=color_mode.lower(),
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+ hierarchical=hierarchical.lower(),
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+ mode=mode.lower(),
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+ filter_speckle=int(filter_speckle),
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+ color_precision=int(color_precision),
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+ layer_difference=int(layer_difference),
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+ corner_threshold=int(corner_threshold),
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+ length_threshold=float(length_threshold),
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+ max_iterations=int(max_iterations),
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+ splice_threshold=int(splice_threshold),
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+ path_precision=int(path_precision)
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+ )
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+
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+ # Save the SVG string to a temporary file
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+ temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.svg')
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+ temp_file.write(svg_str.encode('utf-8'))
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+ temp_file.close()
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+
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+ return (
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+ gr.HTML(f'<svg viewBox="0 0 {image.width} {image.height}">{svg_str}</svg>'),
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+ temp_file.name
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+ )
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+
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+ # Create Gradio interface
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+ with gr.Blocks() as vector_converter_interface:
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+ # Language selector at the top
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+ language_dropdown = gr.Dropdown(
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+ choices=['en', 'de'],
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+ value='en',
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+ label='Language / Sprache'
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+ )
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+
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+ # Title and description that will be updated
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+ title_display = gr.Markdown(f"# {TRANSLATIONS['en']['title']}")
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+ description_display = gr.Markdown(TRANSLATIONS['en']['description'])
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+
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+ # Main interface components
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+ with gr.Row():
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+ with gr.Column():
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+ image_input = gr.Image(type="pil", label="Upload Image")
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+
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+ with gr.Column():
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+ color_mode = gr.Radio(choices=["Color", "Binary"], value="Color", label="Color Mode")
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+ hierarchical = gr.Radio(choices=["Stacked", "Cutout"], value="Stacked", label="Hierarchical")
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+ mode = gr.Radio(choices=["Spline", "Polygon", "None"], value="Spline", label="Mode")
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+
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+ with gr.Row():
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+ with gr.Column():
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+ filter_speckle = gr.Slider(minimum=1, maximum=10, value=4, step=1, label="Filter Speckle")
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+ color_precision = gr.Slider(minimum=1, maximum=8, value=6, step=1, label="Color Precision")
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+ layer_difference = gr.Slider(minimum=1, maximum=32, value=16, step=1, label="Layer Difference")
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+ corner_threshold = gr.Slider(minimum=10, maximum=90, value=60, step=1, label="Corner Threshold")
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+
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+ with gr.Column():
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+ length_threshold = gr.Slider(minimum=3.5, maximum=10, value=4.0, step=0.5, label="Length Threshold")
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+ max_iterations = gr.Slider(minimum=1, maximum=20, value=10, step=1, label="Max Iterations")
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+ splice_threshold = gr.Slider(minimum=10, maximum=90, value=45, step=1, label="Splice Threshold")
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+ path_precision = gr.Slider(minimum=1, maximum=10, value=8, step=1, label="Path Precision")
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+
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+ # Convert button
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+ convert_btn = gr.Button("Convert to SVG", variant="primary")
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+
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+ # Output components
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+ with gr.Row():
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+ svg_output = gr.HTML(label="SVG Output")
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+ file_output = gr.File(label="Download SVG")
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+
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+ # Function to update language
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+ def update_language(language):
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+ new_title = f"# {TRANSLATIONS[language]['title']}"
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+ new_description = TRANSLATIONS[language]['description']
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+ return new_title, new_description
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+
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+ # Connect the language dropdown to update title and description
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+ language_dropdown.change(
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+ fn=update_language,
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+ inputs=[language_dropdown],
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+ outputs=[title_display, description_display]
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+ )
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+
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+ # Connect the convert button to the conversion function
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+ convert_btn.click(
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+ fn=convert_image,
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+ inputs=[
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+ image_input, color_mode, hierarchical, mode, filter_speckle,
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+ color_precision, layer_difference, corner_threshold,
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+ length_threshold, max_iterations, splice_threshold, path_precision
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+ ],
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+ outputs=[svg_output, file_output]
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+ )
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+
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+ if __name__ == "__main__":
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+ vector_converter_interface.launch()