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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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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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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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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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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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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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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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vector_converter_interface = gr.Blocks() |
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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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) |
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title_component = gr.Markdown(TRANSLATIONS['en']['title']) |
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description_component = gr.Markdown(TRANSLATIONS['en']['description']) |
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with gr.Row(): |
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image_input = gr.Image(type="pil", label="Upload Image") |
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with gr.Row(): |
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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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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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with gr.Column(): |
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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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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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convert_btn = gr.Button("Convert") |
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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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convert_btn.click( |
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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, language_dropdown |
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], |
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outputs=[svg_output, file_output] |
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) |
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def update_language(language): |
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return { |
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title_component: TRANSLATIONS[language]['title'], |
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description_component: TRANSLATIONS[language]['description'] |
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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=[title_component, description_component] |
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) |
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vector_converter_interface.launch() |