Target tracking method based on YOLOv3 and DSST algorithm
A target tracking and algorithm technology, applied in the field of video target tracking and target tracking, can solve the problems of unfavorable commercial applications and high hardware performance requirements, and achieve the effect of improving the success rate and real-time performance and improving anti-interference.
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[0022] In order to make the objectives, technical solutions, and advantages of the present invention clearer, the following further describes the present invention in detail with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, but not to limit the present invention.
[0023] Such as figure 1 The overall flow chart of a target tracking method based on YOLOv3 and DSST algorithm of the present invention shown in the present invention includes the following steps:
[0024] S1. You can use surveillance video frames for annotation, or you can extract pictures from the VOC2007 / VOC2012 / COCO data set and convert the annotations to make a data training set; use the improved YOLOv3 algorithm in the Darknet network structure to train and predict the data set to obtain Target detection model;
[0025] The improved Darknet network structure is like figure 2 As shown, in or...
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