Hardware architecture of deep learning-based target detection algorithm and execution method thereof
A target detection algorithm and deep learning technology, which is applied in the hardware architecture and execution field of the target detection algorithm, can solve the problems of limited computing resources and space, and cannot support the implementation of target detection algorithms, etc., and achieve a strong practical effect
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[0040] Embodiments of the present invention are described below through specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification. The present invention can also be implemented or applied through other different specific implementation modes, and various modifications or changes can be made to the details in this specification based on different viewpoints and applications without departing from the spirit of the present invention.
[0041] The hardware architecture of the object detection algorithm based on deep learning and the execution method thereof of the present invention can realize the real-time calculation of the object detection algorithm based on deep learning under the FPGA hardware architecture. In the prior art, target detection algorithms based on deep learning are roughly divided into the following two factions:
[0042] (1) Based on region nomina...
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