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Create app.py

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  1. app.py +103 -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, language):
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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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+ # Gradio interface
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+ vector_converter_interface = gr.Blocks()
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+
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+ with vector_converter_interface:
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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',
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+ type='value'
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+ )
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+
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+ interface = gr.Interface(
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+ fn=convert_image,
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+ inputs=[
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+ gr.Image(type="pil", label="Upload Image"),
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+ gr.Radio(choices=["Color", "Binary"], value="Color", label="Color Mode"),
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+ gr.Radio(choices=["Stacked", "Cutout"], value="Stacked", label="Hierarchical"),
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+ gr.Radio(choices=["Spline", "Polygon", "None"], value="Spline", label="Mode"),
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+ gr.Slider(minimum=1, maximum=10, value=4, step=1, label="Filter Speckle"),
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+ gr.Slider(minimum=1, maximum=8, value=6, step=1, label="Color Precision"),
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+ gr.Slider(minimum=1, maximum=32, value=16, step=1, label="Layer Difference"),
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+ gr.Slider(minimum=10, maximum=90, value=60, step=1, label="Corner Threshold"),
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+ gr.Slider(minimum=3.5, maximum=10, value=4.0, step=0.5, label="Length Threshold"),
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+ gr.Slider(minimum=1, maximum=20, value=10, step=1, label="Max Iterations"),
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+ gr.Slider(minimum=10, maximum=90, value=45, step=1, label="Splice Threshold"),
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+ gr.Slider(minimum=1, maximum=10, value=8, step=1, label="Path Precision"),
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+ language_dropdown
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+ ],
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+ outputs=[
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+ gr.HTML(label="SVG Output"),
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+ gr.File(label="Download SVG")
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+ ],
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+ title=gr.State(TRANSLATIONS['en']['title']),
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+ description=gr.State(TRANSLATIONS['en']['description'])
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+ )
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+
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+ def update_language(language):
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+ return {
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+ interface.title: TRANSLATIONS[language]['title'],
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+ interface.description: TRANSLATIONS[language]['description']
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+ }
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+
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+ language_dropdown.change(
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+ update_language,
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+ inputs=language_dropdown,
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+ outputs=[interface.title, interface.description]
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+ )
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+
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+ vector_converter_interface.launch()