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Update app.py
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app.py
CHANGED
@@ -30,78 +30,78 @@ def detect_fruit(image):
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result_np_image = detections[0].plot()
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result_np_image = cv2.cvtColor(result_np_image, cv2.COLOR_BGR2RGB)
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# return result_np_image, None, None, None
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# fruit_name = fruits_data[detected_fruit]["name"]
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# price_per_kg = fruits_data[detected_fruit]["price_per_kg"]
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# total_price = round(price_per_kg * weight, 2)
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return result_np_image
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# return result_np_image, fruit_name, weight, total_price
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# =========================== ЧЕК ============================
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# ======================= ИНТЕРФЕЙС ============================
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def gradio_interface(image):
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# return image, receipt
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image_input = gr.Image(
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label="Изображение",
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width=640,
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height=480
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)
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image_output = gr.Image(
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label="Распознанный фрукт",
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type="numpy",
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width=640,
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height=480
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)
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gr.Interface(
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fn=gradio_interface,
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inputs=[image_input],
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outputs=[image_output],
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# outputs=[image_output, receipt_output],
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title="Определение плода и создание чека",
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description="Загрузите изображение, введите вес и получите чек"
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).launch()
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result_np_image = detections[0].plot()
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result_np_image = cv2.cvtColor(result_np_image, cv2.COLOR_BGR2RGB)
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detected_fruit = None
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for det in detections.xyxy[0]: # Предполагается, что вы используете ультралайтики и доступ к детекциям
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label = model.names[int(det[5])] # название фрукта
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if label in fruits_data:
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detected_fruit = label
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break
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return result_np_image, detected_fruit
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# =========================== ЧЕК ============================
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def create_receipt(detected_fruit, weight):
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data = fruits_data[detected_fruit];
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fruit_name = data['name']
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price = data['price_per_kg']
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total_price = round(price * weight, 2)
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receipt_img = Image.new("RGB", (300, 200), color="white")
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draw = ImageDraw.Draw(receipt_img)
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try:
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font = ImageFont.truetype("arial.ttf", 18)
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except IOError:
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font = ImageFont.load_default()
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draw.text((10, 10), "Чек", fill="black", font=font)
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draw.text((10, 50), f"Продукт: {fruit_name}", fill="black", font=font)
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draw.text((10, 80), f"Вес: {weight} кг", fill="black", font=font)
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draw.text((10, 110), f"Цена за кг: {price} руб.", fill="black", font=font)
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draw.text((10, 140), f"Сумма: {total_price} руб.", fill="black", font=font)
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with BytesIO() as output:
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receipt_img.save(output, format="PNG")
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output.seek(0)
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return output.getvalue()
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# ======================= ИНТЕРФЕЙС ============================
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def gradio_interface(image, weight):
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if weight <= 0:
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gr.Info('Укажите вес товара')
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return None, None
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result_np_image, detected_fruit = detect_fruit(image)
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if not fruit_name:
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gr.Info('Не удалось определить товар')
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return result_np_image, None
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receipt = create_receipt(detected_fruit, weight)
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return result_np_image, receipt
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image_input = gr.Image(
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label="Изображение",
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width=640,
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height=480
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)
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weight_input = gr.Number(label="Вес (кг)")
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image_output = gr.Image(
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label="Распознанный фрукт",
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type="numpy",
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width=640,
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height=480
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)
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receipt_output = gr.Image(
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label="Чек",
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type="numpy",
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width=640,
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height=480
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)
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gr.Interface(
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fn=gradio_interface,
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inputs=[image_input, weight_input],
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outputs=[image_output, receipt_output],
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title="Определение плода и создание чека",
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description="Загрузите изображение, введите вес и получите чек"
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).launch()
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