残差网络模型,通过将原始输入直接通过桥梁输送到后面的几层，减少梯度弥散(The residual network model reduces the gradient dispersion by transmitting the original input directly through the bridge to the latter layers)

使用当前最热门的rcnn卷积神经网络检测自然场景下文字。(Use the most popular rcnn convolution neural network to detect text in natural scenes.)

faster-r-cnn实现 可用 网上还有大量教程(faster-r-cnn source code)