Course Outline
Introduction
Understanding Computer Vision Basics for Government
Installing OpenCV with Python Wrappers for Government Use
Introduction to Using OpenCV for Government Applications
Using Media with Python in a Government Context
- Loading Images for Government Projects
- Converting Color to Grayscale for Government Use
- Utilizing Metadata in Government Operations
Applying Image Theory with Python for Government Applications
- Understanding Images as Multidimensional Arrays for Government Analysis
- Comprehending the Color Space for Government Imaging
- Overview of Pixels and Coordinates for Government Use
- Accessing Pixels in Government Projects
- Modifying Pixels in Images for Government Needs
- Drawing Lines and Shapes for Government Visualizations
- Applying Text on Images for Government Documentation
- Resizing Images for Government Presentations
- Cropping Images for Government Reports
Exploring Common Computer Vision Algorithms and Methods for Government Use
- Thresholding Techniques for Government Applications
- Finding Contours in Government Imaging Projects
- Background Subtraction for Government Surveillance
- Utilizing Detectors for Government Security
Implementing Feature Extraction with Python for Government Analysis
- Using Feature Vectors in Government Data Science
- Understanding the Color-mean Features Theory for Government Imaging
- Extracting Histogram Features for Government Research
- Extracting Grayscale Histogram Features for Government Studies
- Extracting Texture Features for Government Analysis
Implementing an App to Detect Image Similarity for Government Use
Creating a Reverse Image Search Engine for Government Operations
Developing an Object Detection App Using Template Matching for Government Applications
Building a Face Detection App Using Haar Cascade for Government Security
Implementing an Object Detection App Using Keypoints for Government Surveillance
Capturing and Processing Video through a WebCam for Government Monitoring
Creating a Motion Detection System for Government Security
Troubleshooting Common Issues in Government Computer Vision Projects
Summary and Conclusion for Government Use
Requirements
- Experience in programming with Python for government applications and systems.
Testimonials (1)
Trainer was very knowlegable and very open to feedback on what pace to go through the content and the topics we covered. I gained alot from the training and feel like I now have a good grasp of image manipulation and some techniques for building a good training set for an image classification problem.
