README.md

metadata

license: apache-2.0
datasets:
  - tanganke/emnist_mnist
language:
  - en
tags:
  - Pytorch
  - OCR

OCR-Model

Simple OCR for recognizing just individual characters as of now.

---

This was a project I made, for fun, mainly because I wanted to practice AI, and learn more Neural networks, and also contribute to my Github.

The AI can only recognize individual characters by themselves, although I eventually plan to make it recognize full sentences and paragraphs like this. It uses a Convolutional Neural Network(CNN), followed by a dense MLP in order to analyze and process them. A softmax function is then applied to output its classifications.

  Also, I plan on this being my first REPO to have a release. I will add the releases soon, as both its ZIP, and its EXE, which contain the model's pt and the program for interacting with it.

Latest notes: The AI is extremely inaccurate, i plan on fixing that later.