移动端文字识别框架 Mobile Platform OCR Framework.
A Simple light-weight text detection implementation based on CTPN with mobilenet1.0 backbone.
python demo_ctpn.py --image textx.jpg --prefix model/rpn1 --epoch 80 --gpu 0 --vis
model
folder.'VOCdevkit'
folder, and set both default.root_path
and default.dataset_path
in rcnn/config.py
to '<somewhere>/VOCdevkit/VOC2007'
. You can also change other hyperparams in rcnn/config.py
.python train_ctpn.py
to train. Run python train_ctpn.py --gpus '0' --rpn_lr 0.01 --no_flip 0
to train model on gpu 0 + with learning rate 0.01 and with flip data augmentation.new implementation based on PSENET
Text region feature extractor for template based ocr.
OCR model.