End-to-end pipeline for real-time scene text detection and recognition.

Related tags

Computer Vision scene-text-recognition scene-text-detection
Overview

Real-time-Scene-Text-Detection-and-Recognition-System

End-to-end pipeline for real-time scene text detection and recognition.

The detection model use the EAST, the recognition model use the crnn.

Download trained EAST model from https://drive.google.com/file/d/0B3APw5BZJ67ETHNPaU9xUkVoV0U/view and put it in EAST/result.

Download trained crnn model from https://www.dropbox.com/s/dboqjk20qjkpta3/crnn.pth?dl=0 and put it in crnn/samples.

Screenshot

image

Video

Here is the full video of the real time system: https://youtu.be/1zvteqaU4h4

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Owner
Fangneng Zhan
Computer Vision, Deep Learning.
Fangneng Zhan
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