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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.
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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. <br>
<p> <br></p>
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. <br>
<br>
<p> 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. </p>
<p>Latest notes: The AI is extremely inaccurate, i plan on fixing that later.</p> |