Hands-On GPU-Accelerated Computer Vision with OpenCV and CUDA Effective techniques...

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  1. ad-team

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    Language : English|
    Type : epub | Size : 16.44 MB


    Descirption: Discover how CUDA allows OpenCV to handle complex and rapidly growing image data processing in computer and machine vision by accessing the power of GPUKey Features<li>Explore examples to leverage the GPU processing power with OpenCV and CUDA<li>Enhance the performance of algorithms on embedded hardware platforms<li>Discover C++ and Python libraries for GPU accelerationBook Computer vision has been revolutionizing a wide range of industries, and OpenCV is the most widely chosen tool for computer vision with its ability to work in multiple programming languages. Nowadays, in computer vision, there is a need to process large images in real time, which is difficult to handle for OpenCV on its own. This is where CUDA comes into the picture, allowing OpenCV to leverage powerful NVDIA GPUs. This book provides a detailed overview of integrating OpenCV with CUDA for practical applications.To start with, you'll understand GPU programming with...



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