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Update app.py
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app.py
CHANGED
@@ -19,6 +19,34 @@ from scipy.interpolate import splprep, splev
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from scipy.ndimage import gaussian_filter1d
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import json
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birefnet = AutoModelForImageSegmentation.from_pretrained(
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"zhengpeng7/BiRefNet", trust_remote_code=True
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@@ -345,37 +373,90 @@ def predict(image, offset, coin_size_mm):
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scaling_factor,
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)
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os.makedirs("./outputs", exist_ok=True)
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["./examples/Test21.jpg", 0.15],
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["./examples/Test22.jpg", 0.15],
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["./examples/Test23.jpg", 0.15],
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],
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)
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ifer.launch(share=True)
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from scipy.ndimage import gaussian_filter1d
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import json
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# Language translations
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TRANSLATIONS = {
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"english": {
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"input_image": "Input Image",
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"offset_value": "Offset value for Mask(mm)",
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"coin_diameter": "Diameter of reference coin(mm). Adjust according to coin.",
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"output_image": "Output Image",
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"outlines": "Outlines of Objects",
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"dxf_file": "DXF file",
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"mask": "Mask",
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"scaling_factor": "Scaling Factor(mm)",
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"scaling_placeholder": "Every pixel is equal to mentioned number in millimeters",
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"language_selector": "Select Language",
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},
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"dutch": {
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"input_image": "Invoer Afbeelding",
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"offset_value": "Offset waarde voor Masker(mm)",
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"coin_diameter": "Diameter van referentiemunt(mm). Pas aan volgens munt.",
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"output_image": "Uitvoer Afbeelding",
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"outlines": "Contouren van Objecten",
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"dxf_file": "DXF bestand",
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"mask": "Masker",
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"scaling_factor": "Schalingsfactor(mm)",
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"scaling_placeholder": "Elke pixel is gelijk aan genoemd aantal in millimeters",
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"language_selector": "Selecteer Taal",
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}
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}
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birefnet = AutoModelForImageSegmentation.from_pretrained(
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"zhengpeng7/BiRefNet", trust_remote_code=True
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scaling_factor,
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)
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def update_interface(language):
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"""Updates the interface labels based on selected language"""
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return [
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gr.Image(label=TRANSLATIONS[language]["input_image"], type="numpy"),
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gr.Number(label=TRANSLATIONS[language]["offset_value"], value=0.15),
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gr.Number(label=TRANSLATIONS[language]["coin_diameter"], value=20),
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gr.Image(label=TRANSLATIONS[language]["output_image"]),
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gr.Image(label=TRANSLATIONS[language]["outlines"]),
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gr.File(label=TRANSLATIONS[language]["dxf_file"]),
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gr.Image(label=TRANSLATIONS[language]["mask"]),
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gr.Textbox(
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label=TRANSLATIONS[language]["scaling_factor"],
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placeholder=TRANSLATIONS[language]["scaling_placeholder"],
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),
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]
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if __name__ == "__main__":
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os.makedirs("./outputs", exist_ok=True)
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with gr.Blocks() as demo:
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# Language selector
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language = gr.Dropdown(
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choices=["english", "dutch"],
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value="english",
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label="Select Language",
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interactive=True
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)
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# Initialize interface components
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input_image = gr.Image(label=TRANSLATIONS["english"]["input_image"], type="numpy")
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offset = gr.Number(label=TRANSLATIONS["english"]["offset_value"], value=0.15)
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coin_size = gr.Number(label=TRANSLATIONS["english"]["coin_diameter"], value=20)
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output_image = gr.Image(label=TRANSLATIONS["english"]["output_image"])
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outlines = gr.Image(label=TRANSLATIONS["english"]["outlines"])
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dxf_file = gr.File(label=TRANSLATIONS["english"]["dxf_file"])
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mask = gr.Image(label=TRANSLATIONS["english"]["mask"])
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scaling = gr.Textbox(
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label=TRANSLATIONS["english"]["scaling_factor"],
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placeholder=TRANSLATIONS["english"]["scaling_placeholder"]
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)
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# Create submit button
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submit_btn = gr.Button("Submit")
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# Handle language change
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language.change(
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fn=lambda x: [
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gr.update(label=TRANSLATIONS[x]["input_image"]),
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gr.update(label=TRANSLATIONS[x]["offset_value"]),
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gr.update(label=TRANSLATIONS[x]["coin_diameter"]),
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gr.update(label=TRANSLATIONS[x]["output_image"]),
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gr.update(label=TRANSLATIONS[x]["outlines"]),
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gr.update(label=TRANSLATIONS[x]["dxf_file"]),
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gr.update(label=TRANSLATIONS[x]["mask"]),
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gr.update(
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label=TRANSLATIONS[x]["scaling_factor"],
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placeholder=TRANSLATIONS[x]["scaling_placeholder"]
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),
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],
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inputs=[language],
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outputs=[
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input_image, offset, coin_size,
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output_image, outlines, dxf_file,
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mask, scaling
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]
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)
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# Handle prediction
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submit_btn.click(
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fn=predict,
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inputs=[input_image, offset, coin_size],
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outputs=[output_image, outlines, dxf_file, mask, scaling]
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)
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# Add examples
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gr.Examples(
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examples=[
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["./examples/Test20.jpg", 0.15],
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["./examples/Test21.jpg", 0.15],
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["./examples/Test22.jpg", 0.15],
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["./examples/Test23.jpg", 0.15],
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],
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inputs=[input_image, offset]
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)
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demo.launch(share=True)
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