Gesture Recognition Courses and Certifications

tinyML

Memory-Efficient, Limb Position-Aware Hand Gesture Recognition Using Hyperdimensional Computing

Memory-efficient hand gesture recognition using hyperdimensional computing and sensor fusion. Improves accuracy by 17.79% while reducing memory footprint, addressing limb position changes for human-machine interfaces and prosthetics.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

EDGE AI FOUNDATION

Ultra-Low Power Gesture Recognition with pMUT Arrays and Spike-based Beamforming

Explore ultra-low power gesture recognition using pMUT arrays and spike-based beamforming, achieving 86% accuracy through innovative spiking domain processing and neural networks.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Applications of TinyML

27 ratings at edX

Get the opportunity to see TinyML in practice. You will see examples of TinyML applications, and learn first-hand how to train these models for tiny applications such as keyword spotting, visual wake words, and gesture recognition.

• edX
• 6 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Deploying TinyML

20 ratings at edX

Learn to program in TensorFlow Lite for microcontrollers so that you can write the code, and deploy your model to your very own tiny microcontroller. Before you know it, you’ll be implementing an entire TinyML application.

• edX
• 5 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

Applied Tiny Machine Learning (TinyML) for Scale

Enhance your TinyML skills, from applications to deployment and scaling. Learn to build, program, and operationalize machine learning models for tiny devices and embedded systems.

• edX
• 18 weeks, 2-4 hours/week
• Self-Paced
• $897.00
• 3 courses

Nicholas Renotte

Tensorflow Object Detection with Python - Full Course with 3 Projects

1 rating

Comprehensive guide to Tensorflow Object Detection: from setup to advanced projects. Learn to build, train, and deploy models for gesture, defect, and sentiment detection using Python, JavaScript, and Raspberry Pi.

• YouTube
• 5 hours 26 minutes
• Self-Paced
• Free Video

Universidad de Almería

Creative AI: Sound, Music and Interaction

Explore how AI transforms music creation, from interactive instruments to ethical questions about creativity and authorship in sound generation.

• Coursera
• 10 hours 16 minutes
• Self-Paced
• Paid Course

EDUCBA Credential

Apply OpenCV for Real-Time Computer Vision Projects

Master OpenCV fundamentals through hands-on projects including face detection, recognition, video analysis, and gesture control for real-time computer vision applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

EDUCBA Credential

Build & Apply Advanced iOS Apps with Swift

Master advanced iOS development with Swift through hands-on projects, UI components, APIs, and real-world app creation including a social media clone.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Packt

Interactive Interfaces, Animations, and Gamified Apps

Master SwiftUI animations, interactive interfaces, and gamified apps through hands-on projects including Conway's Game of Life, tip calculators, and flashcards with Canvas and TimelineView.

• Coursera
• 15 hours 48 minutes
• Self-Paced
• Paid Course

EDUCBA

Develop a Swipe-Match iOS App Using Swift

Master swipe-based iOS development by building a Tinder-style app with Swift, implementing gesture interactions, clean architecture, and polished animations.

• Coursera
• 7 hours 58 minutes
• Self-Paced
• Paid Course

Nicholas Renotte

Real Time AI Gesture Recognition with Tensorflow.js + React.js + Fingerpose

Learn to build a real-time gesture recognition app using TensorFlow.js, React.js, and Fingerpose. Control web applications with hand gestures through deep learning-powered computer vision.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Introduction to Sprite Kit with Swift 3

161 ratings at Udemy

Hands-on introduction to game development using Sprite Kit and Swift 3. Covers project setup, physics, SKActions, gestures, and custom classes for creating interactive iOS games.

• Udemy
• 2 hours 6 minutes
• Self-Paced
• Free Online Course

Mixed Reality design

Explore mixed reality concepts, design principles, and hands-on development for HoloLens 2. Learn to create immersive 3D applications with gesture recognition and spatial mapping.

• Microsoft Learn
• 6 hours 15 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - On and Out-of-Body Interactions & Experiences

Explore novel interaction techniques for on-body and out-of-body technologies, including wearables, robots, and drones, to enhance human-machine integration and extend physical abilities.

• YouTube
• 56 minutes
• Self-Paced
• Free Video