Character-Recognition

Home Page

Output Page

Word Segmentation

Character Segmentation

Character recognition project for our 4th Sem MCA mini project

• Character Recognition is an application used to identify characters and numbers for a given image.

• To achieve this goal Character Recognition uses machine learning algorithms and computer vision methodologies.

• Character Recognition uses convolutional neural network (CNN) algorithm to identify characters in the text and enhance it for processing.

• Character Recognition helps the end user in identifying the text in the image.

Upload any text based image file to the ui and it will try to identify and display the output of the text in the image.

http://www.itl.nist.gov/iaui/vip/cs_links/EMNIST/matlab.zip - download this file and extract the emnist-bymerge.mat to the root directory

References :

https://www.kaggle.com/

https://www.geeksforgeeks.org/deploying-a-tensorflow-2-1-cnn-model-on-the-web-with-flask/

http://ciir.cs.umass.edu/pubfiles/mm-27.pdf

https://keras.io/

Connect :

https://twitter.com/protikuda

https://www.instagram.com/tarang_negandhi/

Discord : Tiku#0801