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railway_ocr's Introduction

Railway_OCR

Railway info detection based on paddleOCR

Clone this repository

git clone https://github.com/TommyGong08/Railway_OCR.git

Env Config

pip install -r requirements.txt -i https://mirror.baidu.com/pypi/simple

Setup the Model

Place both OCR detection model & recognition model in the "model" file you can also download the model from https://github.com/PaddlePaddle/PaddleOCR

download_model

Run

single picture

python interface.py --image_dir="./train_OCR_img_test/IMG_20190402_142206.jpg" --det_model_dir="./model/ch_ppocr_mobile_v2.0_det_infer" --rec_model_dir="./model/ch_ppocr_mobile_v2.0_rec_infer"

Multi picture

python interface.py --image_dir="./train_OCR_img_test" --det_model_dir="./model/ch_ppocr_mobile_v2.0_det_infer" --rec_model_dir="./model/ch_ppocr_mobile_v2.0_rec_infer"

Result

result

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