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Research Progress of Convolutional Neural Network and its Application in Object Detection

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Document pages: 11 pages

Abstract: With the improvement of computer performance and the increase of data volume,the object detection based on convolutional neural network (CNN) has become themain algorithm for object detection. This paper summarizes the researchprogress of convolutional neural networks and their applications in objectdetection, and focuses on analyzing and discussing a specific idea and methodof applying convolutional neural networks for object detection, pointing outthe current deficiencies and future development direction.

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