zamling/resnet.crnn

Resnet.CRNN

This repository implements the CRNN with Resnet in pytorch.

Todo List

• release the Chinese Version
• release the English Version
• Finetune the Handwritting Version

Requirement

• Python3 (Python3.7 is recommended)
• PyTorch >= 1.0 (1.2 is recommended)
• torchvision from master
• matplotlib
• GCC >= 4.9 (This is very important!)
• OpenCV
• CUDA >= 9.0 (10.0 is recommended)

Train

If you want to train

bash train.sh

Demo

the demo which run a image has been made

python demo

Result

[IIIT5K]

	@Acc	Lev-distance
CRNN (English)	90.9000	-
CRNN (Chinese)	90.6667	95.4388

[ReCTS]

	@Acc	Lev-distance
CRNN (English)	-	-
CRNN (Chinese)	-	80.90

resnet.crnn's Issues

Resnet

你好，关于resenet作为backbone，请问它是选取resnet多少（18,34,50）进行特征提取

网络结构

博主你好，请问能分享下当前文件的网络结构吗？