Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
.idea		.idea
__pycache__		__pycache__
photos		photos
ImageCapture.py		ImageCapture.py
ImageProcessing.py		ImageProcessing.py
README.md		README.md
TesseractTesting.py		TesseractTesting.py
TrOCRModel.py		TrOCRModel.py
colorTheme.json		colorTheme.json
deskewed.jpg		deskewed.jpg
final_output.jpg		final_output.jpg
main.py		main.py
nltkScraper.py		nltkScraper.py

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Machine Larning Handwriting App

Jaidyn Holt and Celia Mercier WiNG Hacks 2025 Project

Libraries / Packages

OpenCV NumPy Pandas Matplot Lib Sci-kit Learn

Optical Character Recognition (OCR)

TrOCR model: https://huggingface.co/microsoft/trocr-base-handwritten

Resources / References / Outside Code

CustomTKinter: Color Theme: https://github.com/avalon60/ctk_theme_builder/blob/develop/user_themes/Anthracite.json Documentation: https://customtkinter.tomschimansky.com/documentation/ Resources: https://tkinter.com/images-in-customtkinter-tkinter-customtkinter-17/

OpenCV: https://docs.opencv.org/4.x/dd/d43/tutorial_py_video_display.html

About

WiNGHacks 2025 Project: Go from paper to text analysis with a simple optical character recognition app! It captures images of users' written words, processes them using a trained model and computer vision library, and analyzes with Natural Language Toolkit.

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Python 100.0%