AI for Everyone - Super Fast Face Detection Using Mediapipe
Learn to detect faces in real-time video using Mediapipe, OpenCV, and Python. Explore data parsing and visualization techniques for efficient face recognition.
AI for Everyone - Parsing Pose and Hand Landmark Data in Mediapipe
Learn to parse pose and hand landmark data in Mediapipe using Python and OpenCV. Develop full-body pose estimation for live video analysis, with practical demonstrations and troubleshooting tips.
AI for Everyone - Real Time Pose Estimation with Mediapipe and Python
Learn real-time pose estimation using Mediapipe and Python. Discover how to analyze body landmarks, process webcam video, and visualize results with OpenCV in this hands-on tutorial.
AI for Everyone - Tracking an Object Based on Color in OpenCV
Learn to track objects by color using OpenCV with step-by-step instructions. Create masks, use trackbars for model training, and apply techniques for effective color-based object detection.
AI for Everyone - Understanding the HSV Color Space
Explore the HSV color space for effective object tracking in OpenCV. Learn about hue, saturation, and value components to enhance your computer vision projects.
AI for Everyone - Creating and Using Trackbars in OpenCV
Learn to create and use trackbars in OpenCV for dynamic parameter control in real-time video processing, with step-by-step guidance suitable for beginners.
Bits of Image Processing You Should Know
Discover 8 essential image processing algorithms applicable beyond images. Learn thresholding, motion detection, filtering, convolution, edge detection, and morphological operations.
Code-It-Yourself 3D Graphics Engine - Texturing and Depth Buffers - Part 4
Implement perspective-correct texture sampling, scan-line triangle rasterizing, and depth buffers in a command prompt 3D engine. Enhance graphics with advanced techniques.
Code-It-Yourself 3D Graphics Engine - Cameras and Clipping - Part 3
Explore 3D graphics engine development, focusing on camera implementation, clipping planes, and matrix operations. Learn to create immersive visual experiences through practical coding techniques.
AI for Everyone - Understanding ROI in OpenCV
Learn to create, manipulate, and animate Regions of Interest (ROI) in OpenCV, optimizing AI computations and enhancing image processing efficiency.
AI for Everyone - Creating Checkerboard Pattern in OpenCV
Learn to create a checkerboard pattern using OpenCV and Python, mastering numpy slice functions and array manipulation for visual programming projects.
AI for Everyone - Introduction to Artificial Intelligence for Absolute Beginners
Beginner-friendly introduction to AI concepts, Python, and OpenCV, covering face, hand, and body detection techniques for absolute beginners.
Robotics Training - Measuring Distance to Obstacle Using the HC-SR04
Learn to measure obstacle distance using HC-SR04 ultrasonic sensor for robotics projects. Practical coding and hardware setup included for implementing distance measurement in robotic applications.
Robotics Training - Program Speed of the Elegoo Smart Car with Infrared Remote
Learn to program an Elegoo Smart Car's speed using an infrared remote control. Explore Arduino IDE, if statements, and mathematical concepts like slope equations for precise velocity control.
Explore AI at Home - Learning the Linux Terminal and Command Line
Learn essential Linux terminal commands for navigating, managing files, and performing basic operations. Gain confidence in using the command line interface for efficient system interaction and file manipulation.
Understanding and Using the Infrared -IR- Remote to Control a Project
Learn to integrate an Infrared (IR) remote into Arduino projects, covering setup, library installation, and basic coding for remote control functionality.
The Grand Unified Theory of Clean Architecture and Test Pyramid
Explore a practical approach to combining Clean Architecture and Test Pyramid theories in software development, with insights applicable across technologies.
6 Years of Serverless - Lessons Learned from Real-World Applications
Insights from 6 years of serverless development for IoT devices, covering best practices, trade-offs, and lessons learned in building scalable real-time systems using AWS technologies.
Building a Level 5 Autonomous Vehicle in TrackMania
Explore the development of a self-driving car in TrackMania using reinforcement learning. Learn about the AI pipeline, from feature selection to model training, and witness the impressive results in action.
Super Hero Layouts
Explore modern CSS layout techniques through comic book-inspired designs. Learn to create uneven shapes and dynamic layouts using CSS Grid, writing mode, and CSS shapes.
Wearable Live Captions - Making Mask Wearing More Accessible for Those Who Are Hard of Hearing
Explore building wearable LED displays for live speech-to-text captioning, using Azure Cognitive Services and Ably's MQTT broker to enhance accessibility for the hard of hearing.