CRNN Text Recognition Model Implemented with PaddlePaddle 2.0 Dynamic Graph
2021-04-03
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PaddlePaddle
深度学习
Deep Learning
Artificial Intelligence
PaddlePaddle
crnn
Optical Character Recognition (OCR)
This document introduces a CRNN text recognition model implemented using PaddlePaddle 2.0 dynamic graph. The model extracts features through CNN, performs sequence prediction via RNN, and uses CTC Loss for loss calculation, making it suitable for input images of irregular lengths. **Training and Data Preparation:** 1. **Environment Configuration**: PaddlePaddle 2.0.1 and Python 3.7 need to be installed. 2. **Dataset Generation**: - Use the `create_image.py` script to automatically generate validation
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