brandonktc / computer_vision

computer_vision

This repository is a resource for learning how to use the Python programming language for Computer Vision. I'll be exploring how to use Python and the OpenCV (Open Computer Vision) library to analyze images and video data.

• Understand basics of NumPy
• Manipulate and open Images with NumPy
• Use OpenCV to work with image files
• Use Python and OpenCV to draw shapes on images and videos
• Perform image manipulation with OpenCV, including smoothing, blurring, thresholding, and morphological operations.
• Create Color Histograms with OpenCV
• Open and Stream video with Python and OpenCV
• Detect Objects, including corner, edge, and grid detection techniques with OpenCV and Python
• Create Face Detection Software
• Segment Images with the Watershed Algorithm
• Track Objects in Video
• Use Python and Deep Learning to build image classifiers
• Work with Tensorflow, Keras, and Python to train on your own custom images.
• Implementation of YOLOv8

from Python for Computer Vision with OpenCV and Deep Learning