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Overall update app.py
Browse files
app.py
CHANGED
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@@ -64,6 +64,7 @@ class App:
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p = App()
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def detect_license_plates(model, image):
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plate_image_np = pil_to_np(image)
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@@ -120,7 +121,7 @@ def process_image(image_path: Image):
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ax.imshow(image_np)
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plates = detect_license_plates(license_plate_detector, image_path)
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for i, (plate, bbox) in enumerate(plates):
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preprocessed_plate = preprocess_license_plate(plate)
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@@ -133,6 +134,8 @@ def process_image(image_path: Image):
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recognized_text = recognized_text.replace('7', 'T', 1) if recognized_text[0] == "7" else recognized_text
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recognized_text = recognized_text.replace('0', 'O', 1) if recognized_text[0] == "0" else recognized_text
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recognized_text = recognized_text[:9] if len(recognized_text) >= 9 else recognized_text
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x1, y1, x2, y2 = bbox
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rect = patches.Rectangle((x1, y1), x2 - x1, y2 - y1, linewidth=2, edgecolor='r', facecolor='none')
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@@ -146,7 +149,7 @@ def process_image(image_path: Image):
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plt.savefig(output_buffer, bbox_inches='tight')
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plt.close()
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return Image.open(output_buffer),
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# Gradio UI
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@@ -161,7 +164,7 @@ interface = gr.Interface(
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inputs=gr.Image(type="pil", label="Загрузите фото машины с номером 📤"),
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outputs=[
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gr.Image(type="pil", label="📸 Выход 0 - Обработанное изображение"),
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gr.
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],
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title="Распознавание российских номеров",
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description="🔎 **Загрузите изображение с автомобильным номером** и модель автоматически **определит госномер!** 🔥\n\n📸 **Форматы:** JPG, PNG, BMP",
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@@ -171,4 +174,4 @@ interface = gr.Interface(
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)
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if __name__ == "__main__":
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interface.launch(share=True)
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p = App()
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black_list = ["Y985BE152"]
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def detect_license_plates(model, image):
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plate_image_np = pil_to_np(image)
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ax.imshow(image_np)
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plates = detect_license_plates(license_plate_detector, image_path)
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recognized_texts = []
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for i, (plate, bbox) in enumerate(plates):
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preprocessed_plate = preprocess_license_plate(plate)
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recognized_text = recognized_text.replace('7', 'T', 1) if recognized_text[0] == "7" else recognized_text
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recognized_text = recognized_text.replace('0', 'O', 1) if recognized_text[0] == "0" else recognized_text
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recognized_text = recognized_text[:9] if len(recognized_text) >= 9 else recognized_text
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if recognized_text not in black_list:
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recognized_texts.append(recognized_text)
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x1, y1, x2, y2 = bbox
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rect = patches.Rectangle((x1, y1), x2 - x1, y2 - y1, linewidth=2, edgecolor='r', facecolor='none')
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plt.savefig(output_buffer, bbox_inches='tight')
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plt.close()
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return Image.open(output_buffer), recognized_texts
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# Gradio UI
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inputs=gr.Image(type="pil", label="Загрузите фото машины с номером 📤"),
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outputs=[
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gr.Image(type="pil", label="📸 Выход 0 - Обработанное изображение"),
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gr.JSON(label="🔍 Выход 1 - Распознанный номер"),
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],
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title="Распознавание российских номеров",
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description="🔎 **Загрузите изображение с автомобильным номером** и модель автоматически **определит госномер!** 🔥\n\n📸 **Форматы:** JPG, PNG, BMP",
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)
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if __name__ == "__main__":
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interface.launch(share=True)
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