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import gradio as gr |
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import vtracer |
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import os |
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def convert_to_vector( |
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image, |
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colormode="color", |
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hierarchical="stacked", |
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mode="spline", |
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filter_speckle=4, |
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color_precision=6, |
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layer_difference=16, |
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corner_threshold=60, |
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length_threshold=4.0, |
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max_iterations=10, |
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splice_threshold=45, |
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path_precision=3 |
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): |
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input_path = "temp_input.jpg" |
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output_path = "svg_output.svg" |
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image.save(input_path) |
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vtracer.convert_image_to_svg_py( |
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input_path, |
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output_path, |
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colormode=colormode, |
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hierarchical=hierarchical, |
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mode=mode, |
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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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with open(output_path, "r") as f: |
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svg_content = f.read() |
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return gr.HTML(f'<svg viewBox="0 0 {image.width} {image.height}">{svg_content}</svg>'), output_path |
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def handle_color_mode(value): |
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return value |
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examples = [ |
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"examples/01.jpg", |
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"examples/02.jpg", |
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"examples/03.jpg", |
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] |
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css = """ |
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#col-container { |
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margin: 0 auto; |
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max-width: 960px; |
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} |
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.generate-btn { |
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background: linear-gradient(90deg, #4B79A1 0%, #283E51 100%) !important; |
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border: none !important; |
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color: white !important; |
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} |
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.generate-btn:hover { |
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transform: translateY(-2px); |
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box-shadow: 0 5px 15px rgba(0,0,0,0.2); |
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} |
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""" |
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with gr.Blocks(css=css) as app: |
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with gr.Column(elem_id="col-container"): |
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gr.HTML(""" |
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<div style="text-align: center;"> |
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<h2>Image to Vector Converter ⚡</h2> |
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<p>Converts raster images (JPG, PNG, WEBP) to vector graphics (SVG).</p> |
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</div> |
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""") |
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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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with gr.Accordion("Advanced Settings", open=False): |
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with gr.Accordion("Clustering", open=False): |
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colormode = gr.Radio([("COLOR","color"),("B/W", "binary")], value="color", label="Color Mode", show_label=False) |
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filter_speckle = gr.Slider(0, 128, value=4, step=1, label="Filter Speckle", info="Cleaner") |
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color_precision = gr.Slider(1, 8, value=6, step=1, label="Color Precision", info="More accurate") |
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layer_difference = gr.Slider(0, 128, value=16, step=1, label="Gradient Step", info="Less layers") |
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hierarchical = gr.Radio([("STACKED","stacked"), ("CUTOUT","cutout")], value="stacked", label="Hierarchical Mode",show_label=False) |
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with gr.Accordion("Curve Fitting", open=False): |
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mode = gr.Radio([("SPLINE","spline"),("POLYGON", "polygon"), ("PIXEL","none")], value="spline", label="Mode", show_label=False) |
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corner_threshold = gr.Slider(0, 180, value=60, step=1, label="Corner Threshold", info="Smoother") |
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length_threshold = gr.Slider(3.5, 10, value=4.0, step=0.1, label="Segment Length", info ="More coarse") |
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splice_threshold = gr.Slider(0, 180, value=45, step=1, label="Splice Threshold", info="Less accurate") |
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max_iterations = gr.Slider(1, 20, value=10, step=1, label="Max Iterations", visible=False) |
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path_precision = gr.Slider(1, 10, value=3, step=1, label="Path Precision", visible=False) |
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output_text = gr.Textbox(label="Selected Mode", visible=False) |
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with gr.Row(): |
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clear_button = gr.Button("Clear") |
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convert_button = gr.Button("✨ Convert to SVG", variant='primary', elem_classes=["generate-btn"]) |
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with gr.Column(): |
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html = gr.HTML(label="SVG Output") |
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svg_output = gr.File(label="Download SVG") |
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gr.Examples( |
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examples = examples, |
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fn = convert_to_vector, |
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inputs = [image_input], |
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outputs = [html,svg_output], |
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cache_examples=False, |
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run_on_click = True |
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) |
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colormode.change(handle_color_mode, inputs=colormode,outputs=output_text) |
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hierarchical.change(handle_color_mode, inputs=hierarchical,outputs=output_text) |
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mode.change(handle_color_mode, inputs=mode,outputs=output_text) |
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default_values = { |
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"color_precision": 6, |
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"layer_difference": 16 |
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} |
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def clear_inputs(): |
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return gr.Image(value=None), gr.Radio(value="color"), gr.Radio(value="stacked"), gr.Radio(value="spline"), gr.Slider(value=4), gr.Slider(value=6), gr.Slider(value=16), gr.Slider(value=60), gr.Slider(value=4.0), gr.Slider(value=10), gr.Slider(value=45), gr.Slider(value=3) |
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def update_interactivity_and_visibility(colormode, color_precision_value, layer_difference_value): |
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is_color_mode = colormode == "color" |
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return ( |
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gr.update(interactive=is_color_mode), |
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gr.update(interactive=is_color_mode), |
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gr.update(visible=is_color_mode) |
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) |
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colormode.change( |
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update_interactivity_and_visibility, |
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inputs=[colormode, color_precision, layer_difference], |
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outputs=[color_precision, layer_difference, hierarchical] |
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) |
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def update_interactivity_and_visibility_for_mode(mode): |
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is_spline_mode = mode == "spline" |
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return ( |
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gr.update(interactive=is_spline_mode), |
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gr.update(interactive=is_spline_mode), |
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gr.update(interactive=is_spline_mode) |
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) |
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mode.change( |
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update_interactivity_and_visibility_for_mode, |
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inputs=[mode], |
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outputs=[corner_threshold,length_threshold,splice_threshold] |
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) |
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clear_button.click( |
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clear_inputs, |
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outputs=[ |
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image_input, |
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colormode, |
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hierarchical, |
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mode, |
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filter_speckle, |
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color_precision, |
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layer_difference, |
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corner_threshold, |
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length_threshold, |
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max_iterations, |
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splice_threshold, |
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path_precision |
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] |
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) |
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convert_button.click( |
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convert_to_vector, |
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inputs=[ |
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image_input, |
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colormode, |
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hierarchical, |
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mode, |
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filter_speckle, |
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color_precision, |
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layer_difference, |
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corner_threshold, |
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length_threshold, |
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max_iterations, |
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splice_threshold, |
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path_precision |
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], |
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outputs=[html,svg_output] |
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) |
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app.launch(debug=True) |
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