/Real_time_text_detector_yolo2

use yolo2 to detect character

Primary LanguagePython

Real_time_text_detector_yolo2

most projects focus on text line detection,this project use yolo2 to detect character which is easy for recognition

Differences from paper

we use smooth L1 loss and cross entropy insted of L2 loss in darknet.
With smaller backbone,our speed could reach 300FPS

Dependency Library

tensorflow 1.8(low version should also be able to run)
opencv

How to use

train from synthetic data

1.run train_from_Synthetic.py
2.run test.py

train from real data

1.put your image in data/image
2.put your label in data/label
3.run train.py

example result

image image

wait to update