Lightweight convolutional neural networks for player detection and classification

Computer Vision and Image Understanding, pp. 77-87, 2018.

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Abstract:

Abstract Vision-based player detection and classification are important in sports applications. Accuracy, efficiency, and low memory consumption are desirable for real-time tasks such as intelligent broadcasts and event classification. In this paper, we present a convolutional neural network (CNN) that satisfies all these requirements. ...More

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