Computer vision is a field of artificial intelligence that enables computers to interpret and make decisions based on visual data.
- It has applications in various domains such as healthcare, automotive, robotics, and more.
- This guide will introduce you to basic computer vision concepts and techniques using Python libraries such as open cv and deep learning frameworks.
- Installation
- Data Loading and Preprocessing
- Basic Image Operations
- Feature Detection
- Object Detection
- Image Classification
- Segmentation
- Further Reading
First, ensure you have the necessary libraries installed. You can install them using pip:
pip install opencv-python opencv-python-headless numpy matplotlib
-
OpenCV Documentation
-
Deep Learning for Computer Vision
- Run notebook on google colab
- Add file path of image to use.