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python cv2 use gpu

Download this code from https://codegive.com Using GPU acceleration with OpenCV (cv2) in Python can significantly boost the performance of computer vision applications. OpenCV itself does not provide GPU support by default, but you can use the OpenCV 'dnn' module to leverage deep learning frameworks like CUDA, OpenCL, or Metal to run computations on the GPU. In this tutorial, we'll focus on using CUDA with OpenCV to accelerate image processing tasks. Let's create a simple example to demonstrate how to use GPU acceleration with OpenCV using CUDA. We'll perform basic image reading, resizing, and edge detection using the Canny edge detector. Remember to replace 'path/to/your/image.jpg' with the actual path to your image file. This example demonstrates the basic usage of GPU acceleration with OpenCV in Python using CUDA. You can extend this approach to other image processing tasks or use different deep learning frameworks like OpenCL based on your GPU capabilities. ChatGPT

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