Hand gesture recognition

Gesture recognition task guide | Google AI Edge - Gemini API

The MediaPipe Gesture Recognizer task lets you recognize hand gestures in real time, and provides the recognized hand gesture results along with the landmarks ...

Gesture recognition guide for Python | Google AI Edge - Gemini API

For gesture recognition, this involves preprocessing input data, detecting hands in the image, detecting hand landmarks, and recognizing ...

Gesture recognition - Wikipedia

A subdiscipline of computer vision, it employs mathematical algorithms to interpret gestures. A child's hand location and movement being detected by a gesture ...

Hand Gesture Recognition - Papers With Code

Hand gesture recognition (HGR) is a subarea of Computer Vision where the focus is on classifying a video or image containing a dynamic or static, ...

kinivi/hand-gesture-recognition-mediapipe - GitHub

This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using ...

How I Built a Hand Gesture Recognition Model in Python — Part 1

A hand gesture recognition model is a program that detects the hand, figures out which gesture the hand is performing, and predicts that gesture ...

Custom Hand Gesture Recognition with Hand Landmarks Using ...

Hey what's up, y'all! In this video we'll take a look at a really cool GitHub repo that I found that allows us to easily train a Keras ...

hand gesture recognition - an overview | ScienceDirect Topics

Hand gesture recognition is a prevalent topic in human–robot interaction and human–robot collaboration because it is intuitive, effective, and expressive.

Hand Gesture Recognition Database | Kaggle

Acquired by Leap Motion.

Hand Gesture Recognition Based on Computer Vision

This paper focuses on a review of the literature on hand gesture techniques and introduces their merits and limitations under different circumstances.

A Methodological and Structural Review of Hand Gesture ... - arXiv

Abstract:Researchers have been developing Hand Gesture Recognition (HGR) systems to enhance natural, efficient, and authentic human-computer ...

Real-Time Hand Gesture Recognition Using Finger Segmentation

We present a novel real-time method for hand gesture recognition. In our framework, the hand region is extracted from the background with the background ...

A Systematic Review of Hand Gesture Recognition: An Update From ...

This study conducts a systematic review of existing literature review on hand gesture recognition, with a particular focus on existing methods.

Hand Gesture Recognition for Human Computer Interaction

In this paper, we have designed a robust marker- less hand gesture recognition system which can efficiently track both static and dynamic hand gestures. Our ...

A Hand Gesture Recognition Strategy Based on Virtual-Dimension ...

This paper presents a proposed method to improve gesture recognition accuracy by virtually increasing the number of EMG signal channels.

Hand gesture recognition for user-defined textual inputs and gestures

Hand gestures are personalized by training a camera-based hand gesture recognition model for a particular user, using data just from that user.

[2309.10858] On-device Real-time Custom Hand Gesture Recognition

Our framework provides a pre-trained single-hand embedding model that can be fine-tuned for custom gesture recognition. Users can perform ...

Hand Tracking and Gesture Recognition Using AI - Intellias

Hand gesture recognition is a logical evolution from touchscreens. But is there demand for hand gesture solutions? What are the development challenges?

Hand gesture recognition with leap motion and kinect devices

The recent introduction of novel acquisition devices like the Leap Motion and the Kinect allows to obtain a very informative description of the hand pose ...

Exploiting domain transformation and deep learning for hand ...

One of the primary applications of hand gesture recognition is controlling a remote cyber body, namely a robot using hand commands. Due to the ...