Project for text recognition on images of industrial products using EAST text detector.
OpenCV’s EAST (Efficient and Accurate Scene Text Detection) text detector is a deep learning model, based on a novel architecture and training pattern. It is capable of:
- running at near real-time at 13 FPS on 720p images and
- obtains state-of-the-art text detection accuracy.
pip install -r requirements.txt
- To run the detector on a single image:
python text_recognition.py --east frozen_east_text_detection.pb --image path_to_image
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The output image will be put in the folder
output -
For usages of all parameters
python text_recognition.py --help