CamScanner Object for Images - Machine Learning Project Welcome to Day 3 of my machine learning journey! ๐ In this project, I've developed a CamScanner Object for images using Jupyter Notebook and explored powerful libraries like NumPy, Matplotlib, and OpenCV. ๐ธ
Project Overview: This project focuses on transforming images into high-quality scanned documents. Leveraging various image processing techniques, I've implemented functionalities such as image resizing, shaping, edge detection, and contour extraction.
Technologies Used:
Python ๐ Jupyter Notebook ๐ NumPy ๐งฎ Matplotlib ๐ OpenCV ๐ผ๏ธ
Project Highlights: Image Resizing and Shaping: Efficiently prepare images for processing. Edge Detection: Detecting edges to enhance document features. Contour Extraction: Identifying and extracting contours for precise document boundaries.
Dependencies Installation: pip install numpy matplotlib opencv-python
Project Structure: CamScanner_Object.ipynb: Jupyter Notebook containing the project code. images/: Folder to store input and output images.