The accuracy of verification set also showed a trend of gradual improvement and converges to 99.99% as shown in Fig. 10 .
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A lightweight network for traffic sign recognition based on multi-scale feature and attention mechanism.
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The verification set loss shows a decreasing trend and fluctuates in the 5th and 20th rounds of training, and converges to 0.001 as shown in Fig. 8 .