In this project, text is extracted from an image and is converted into text format. It works on both typed and handwritten text, but only works where text is in Block Letters.
Extended MNIST (Letters) :- emnist-byclass-train.csv, emnist-byclass-test.csv https://www.kaggle.com/crawford/emnist https://www.irjet.net/archives/V7/i5/IRJET-V7I5964.pdf- Processor: Intel i7 9th gen
- GPU: Nvidia RTX 2060 Mobile
- RAM: 16GB
- Python 3.7
- Tensorflow 2.2.1
- Run csv_to_image(emnist).py to convert from csv to image format.
- Run letters(emnist).py to train the CNN model on EMNIST dataset.
- Run bounding box.py to predict to extract text from image.