CRNN
Convolutional Recurrent Neural Network, a text recognition model combining CNN and RNN that converts pixels of text regions into character sequences.
Core Facts
Timeline (last 90 days)
CRNN (a combined architecture of CNN and RNN) was once the standard solution in the OCR field.
In the deep learning era, end-to-end models based on CNN and RNN (such as the CRNN architecture) significantly improved OCR recognition capabilities, and in recent years the Transformer architecture has also been introduced into the OCR field.
2015年后基于CRNN（卷积循环神经网络）的端到端文字识别模型成为主流
All Facts (3)
In the deep learning era, end-to-end models based on CNN and RNN (such as the CRNN architecture) significantly improved OCR recognition capabilities, and in recent years the Transformer architecture has also been introduced into the OCR field.
65%UnverifiedCRNN (a combined architecture of CNN and RNN) was once the standard solution in the OCR field.
50%Unverified2015年后基于CRNN（卷积循环神经网络）的端到端文字识别模型成为主流
50%