Gesture Recognition Courses and Certifications

Association for Computing Machinery (ACM)

EarHover - Mid-Air Gesture Recognition for Hearables Using Sound Leakage Signals

Discover how sound leakage signals from hearables can enable mid-air gesture recognition, revolutionizing user interface interactions with wearable audio devices.

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

Association for Computing Machinery (ACM)

SignRing - Continuous American Sign Language Recognition Using IMU Rings

Innovative IMU ring-based system for continuous American Sign Language recognition, utilizing virtual IMU data to enhance accuracy and expand vocabulary coverage.

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

Data Science Conference

Yandex Alice: Music Control with Gestures

Explore how voice assistants can be enhanced with gesture recognition, focusing on Yandex Alice's music control capabilities through computer vision and lightweight AI models optimized for specific hardware.

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

Association for Computing Machinery (ACM)

Gait Gestures - Examining Stride and Foot Strike Variation as an Input Method While Walking

Explore innovative research on using walking patterns and foot movements as novel input methods for human-computer interaction while maintaining natural mobility.

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

Association for Computing Machinery (ACM)

RadarHand - A Wrist-Worn Radar for On-Skin Touch Based Proprioceptive Gestures

Discover groundbreaking wrist-worn radar technology that enables touch-based gestures on skin surfaces, revolutionizing human-computer interaction through proprioceptive sensing capabilities.

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

Association for Computing Machinery (ACM)

PicoRing - Battery-Free Rings for Subtle Thumb to Index Input

Discover groundbreaking battery-free ring technology that enables subtle finger-based input interactions, revolutionizing wearable device interfaces and human-computer interaction methods.

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

Paul McWhorter

AI for Everyone - Control of Real World Objects with Gesture Recognition in Mediapipe

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Learn to control real-world objects using gesture recognition with Mediapipe and Arduino. Develop a Python program to recognize hand gestures and control LEDs on an Arduino breadboard.

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

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

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

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

EDGE AI FOUNDATION

Low Power Radar Sensors and TinyML for Embedded Gesture Recognition and Non-Contact Vital Sign Monitoring

Explore cutting-edge radar sensor technology and TinyML applications for gesture recognition and vital sign monitoring, featuring low-power embedded systems and neural network implementations.

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

Association for Computing Machinery (ACM)

Gesture Recognition - Key Insights and Future Directions

Explore key insights and future directions in gesture recognition, focusing on increasing accuracy, robust recognition systems, and ecological validity in evaluations. Learn from decades of research and challenges.

• YouTube
• 56 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)

Interacting with Soli - Exploring Fine-Grained Dynamic Gesture Recognition in the Radio-Frequency Spectrum

Explore novel machine learning for RF-based gesture recognition using Google's Soli sensor. Learn about high-frequency radar sensing and advanced neural network techniques for fine-grained motion detection.

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

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
• On-Demand
• Free Video