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

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

EAST is employed for the detection model, CRNN is employed for the recognition model.

Installation

Please follow the installation guided of EAST and CRNN.

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

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

Inference

Run the command:

cd EAST
bash eval.sh

Screenshot

Video

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