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Coarse-to-fine cascade adaptations for license plate recognition with convolutional neural networks
Coarse-to-fine cascade adaptations for license plate recognition with convolutional neural networks
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机译:利用卷积神经网络进行粗到细级联适配以识别车牌
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摘要
Methods and systems for license plate recognition utilizing a trained neural network. In an example embodiment, a neural network can be subject to operations involving iteratively training and adapting the neural network for a particular task such as, for example, text recognition in the context of a license plate recognition application. The neural network can be trained to perform generic text recognition utilizing a plurality of training samples. The neural network can be applied to a cropped image of a license plate in order to recognize text and produce a license plate transcription with respect to the license plate. An example of such a neural network is a CNN (Convolutional Neural. Network).
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