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An improved helmet detection method for YOLOv3 on an unbalanced dataset
The YOLOv3 target detection algorithm is widely used in industry due to its high speed and high accuracy, but it has some limitations, such as the accuracy degradation of unbalanced datasets.
Approaches of large-scale images recognition with more than 50,000 categoris
Though current CV models have been able to achieve high levels of accuracy on small-scale images classification dataset with hundreds or thousands of categories, many models become infeasible in computational or space consumption when it comes to large-scale dataset with more than 50, 000 categories.
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