Gesture Recognition Courses and Certifications

Paul McWhorter

AI for Everyone - Accurate Gesture Recognition Using Python and MediaPipe

Learn accurate hand gesture recognition using Python and MediaPipe. Develop algorithms to detect and train on hand landmarks, enabling precise gesture identification in real-time applications.

• YouTube
• 55 minutes
• On-Demand
• Free Video

tinyML

AIfES - An Open-Source Standalone AI Framework for Almost Any Hardware

Explore AIfES, an open-source AI framework for embedded systems, enabling neural network deployment and training on various hardware, including 8-bit microcontrollers and Arduino boards.

• YouTube
• 1 hour
• On-Demand
• Free Video

tinyML

Building a Magic Wand with TensorFlow Lite Micro - Tutorial

Learn to build an IMU-based gesture recognition model for Arduino, covering data gathering, training, and deployment using TensorFlow Lite Micro and CMSIS-NN library.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

tinyML

Training Neural Networks for Sensors

Overview of training neural networks for gesture recognition using accelerometer data on a low-power device. Covers data collection, augmentation, network architecture, and performance for smartwatch applications.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Best Robot Rover - Makeblock MBot Mega Arduino Robot Kit

Explore advanced robotics with this high-quality Arduino kit featuring mecanum wheels, multiple sensors, and versatile programming options for beginners and professionals alike.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Computer Vision Projects

In this tutorial series, we would be working on hands-on projects using OpenCV and Python.

• YouTube
• 23 hours
• On-Demand
• Free Video

OpenCV and Python Tutorial

Learn face detection, recognition, and object detection using OpenCV and Python. Develop practical skills in computer vision, including gesture recognition and virtual mouse creation.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

NDC Conferences

Tech For Good - Using AI to Make Tech More Accessible

Explore Project Enabled Play: AI-powered platform enabling diverse inputs for gaming and coding accessibility. Learn about scaling .NET apps, voice tech, computer vision, and real-time communication.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Conference Talk

NDC Conferences

Beyond the Usual Suspects - Emerging Cognitive Services

Explore advanced Cognitive Services APIs beyond face and object detection. Discover innovative capabilities like speech authentication, gesture recognition, and event detection through demos and use cases.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk

JSConf

Strike a Pose - Gesture Recognition in JavaScript with ML and Arduino

Explore gesture recognition using JavaScript, Arduino, and machine learning to create intuitive human-technology interactions. Learn to build a simple system for smarter, more natural interfaces.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

JSConf

Strike a Pose - Gesture Recognition in JS with Machine Learning

Explore gesture recognition using JavaScript, Arduino, and machine learning to create intuitive human-technology interactions. Learn to build a simple system for smarter, adaptive experiences.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

USENIX

SLNet - A Spectrogram Learning Neural Network for Deep Wireless Sensing

Innovative deep learning approach for wireless sensing, combining spectrogram generation and learning to enhance accuracy in various applications like gesture recognition and fall detection.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

EuroPython Conference

A Robotic Platform for Natural and Effective Human-Robot Interaction

Explore a Python-based humanoid robotic platform for natural human-robot interaction using speech, gestures, and facial expressions. Learn about its architecture, applications, and see a live demo.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

USENIX

Bringing Gesture Recognition to All Devices

Innovative gesture recognition system for low-power devices, utilizing existing wireless signals to enable always-on functionality across various platforms, including battery-free devices.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Exploring User Gestures for Earbuds Interactions and Immersive Interfaces - Session 1

Explore innovative user interactions for earbuds, immersive maps, foldable interfaces, and smartphone movements in this cutting-edge session on human-computer interaction.

• YouTube
• 56 minutes
• On-Demand
• Free Video