Vehicle illegal parking detection method and device based on video frame picture analysis
A vehicle detection and video frame technology, applied in the information field, can solve problems such as traffic hazards, low efficiency of illegally parked vehicles, lack of monitoring equipment, etc., to achieve the effect of improving efficiency, reducing traffic hazards, and improving recognition rate
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[0032] Hereinafter, the present invention will be described in detail with reference to the drawings and examples. It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other.
[0033] As the background technology, at present, because the deep learning model needs a large amount of labeled data to complete the task requirements for different structured predictions, it is necessary to label all sample data during model training, that is, a large amount of manual labeling work is required. However, manual The labeling work requires a lot of repetitive labor, the work content is cumbersome, and the efficiency is low. During model training, all sample data are given the same degree of attention, which is not conducive to focusing effective resources on the most difficult to identify sample data, which leads to model training. Inefficiency and lower prediction accuracy.
[0034]...
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