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 (2)
Hands on and the practical
Keeren Bala Krishnan - PENGUIN SOLUTIONS (SMART MODULAR)
Course - Computer Vision with Python
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.
