Character Recognition System Using Deep Learning


About Our Character Recognition System

Singlecharacters and character strings that include letters, numbers, symbols,punctuation and logo marks with back ground images are binarized and recognizedby using deep learning. 

Thesystem uses NLP to extract the meaning from characterstrings. 

The system can be integrated with AI chatbots.

Processing Flow

1)Original image
videosmagazinesad/warning signsposters

2)Character Recognition
・text region・image binarization・noise filtering・convolution neural networks

3)String processing
・extract character・string・text・meaning

Original and Binarized Images

Sample 1

Sample 2

Sample 3

Sample 4

Sample 5

Sample 6

Sample 7

Detecting and Extracting Rectangles

Results of Character Recognition Using Deep-Learning (CF)