Search Results for "gesture recognition accelerometer"
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Showing 56 open source projects for "gesture recognition accelerometer"
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Seamless Communication
Foundational Models for State-of-the-Art Speech and Text Translation
Seamless Communication is a research project focused on building more integrated, low-latency multimodal communication between humans and AI agents. The motivation is to move beyond “text in, text out” and enable direct, live, multi-turn exchange involving language, gesture, gaze, vision, and modality switching without user friction. The system architecture includes a real-time multimodal signal pipeline for audio, video, and sensor data, a dialog manager that can decide when to act (speak, gesture, point) or query, and a cross-modal reasoning layer that fuses perception with semantic context. The research prototype includes components for visual grounding (understanding when a user references something in view), gesture recognition and synthesis, and turn-taking mechanisms that mirror human conversational timing. ... -
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OpenCV
Open Source Computer Vision Library
OpenCV (Open Source Computer Vision Library) is a comprehensive open-source library for computer vision, machine learning, and image processing. It enables developers to build real-time vision applications ranging from facial recognition to object tracking. OpenCV supports a wide range of programming languages including C++, Python, and Java, and is optimized for both CPU and GPU operations. -
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Interactive Machine Learning Experiments
Interactive Machine Learning experiments
...The project combines Jupyter or Colab notebooks with browser-based visual demos that allow users to see trained models operating in real time. Many experiments involve tasks such as image classification, object detection, gesture recognition, and simple generative models. The models are typically trained in Python using TensorFlow and then exported for interactive demonstrations in a web environment using JavaScript and TensorFlow.js. Because the project focuses on experimentation rather than production systems, it acts as a sandbox where developers can explore machine learning concepts and observe model behavior. ... -
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Watchy
An open source E-ink smartwatch
...It is a unique timepiece that is also a wearable development platform, allowing users to create their own experience. Ultra-low-power e-paper 1.54″ display with 200 x 200 resolution and wide viewing angle. Wi-Fi & Bluetooth LE connectivity. 3-axis accelerometer with gesture detection. Real-time clock for accurate timekeeping with calendar and alarm functions. Built-in USB-to-serial adapter for programming on the go. Watchy comes with comprehensive documentation and Arduino code examples that demonstrate every hardware feature. New watch faces and examples are regularly added. -
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MediaPipe
Cross-platform, customizable ML solutions for live and streaming media
...Utilizing lightweight model architectures together with GPU acceleration throughout the pipeline, the solution delivers real-time performance-critical for live experiences. Human pose estimation from video plays a critical role in various applications such as quantifying physical exercises, sign language recognition, and full-body gesture control. For example, it can form the basis for yoga, dance, and fitness applications. It can also enable the overlay of digital content and information on top of the physical world in augmented reality. -
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MediaPipe Solutions
Cross-platform, customizable ML solutions
...These pipelines can run on a wide variety of platforms including mobile devices, desktop systems, web browsers, and embedded edge devices. MediaPipe is widely used in computer vision and multimedia applications such as hand tracking, face detection, pose estimation, object recognition, and gesture analysis. The framework includes prebuilt solutions that developers can quickly integrate into applications as well as lower-level APIs that allow custom pipeline construction. -
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MacGesture
Global mouse gestures for macOS
MacGesture is a macOS tool that allows users to perform system-wide mouse gestures to control their Mac. It enhances user productivity by enabling gesture-based shortcuts and commands. -
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LSTMs for Human Activity Recognition
Human Activity Recognition example using TensorFlow on smartphone
LSTM-Human-Activity-Recognition is a machine learning project that demonstrates how recurrent neural networks can be used to recognize human activities from sensor data. The repository implements a deep learning model based on Long Short-Term Memory (LSTM) networks to classify physical activities using time-series data collected from wearable sensors. The project uses the well-known Human Activity Recognition dataset derived from smartphone accelerometer and gyroscope signals. ... -
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Yoha
A practical hand tracking engine
Yoha is a browser-based hand tracking engine designed to enable real-time gesture recognition and interaction using standard webcams, making it accessible for web applications without specialized hardware. Built using JavaScript and TensorFlow.js, it runs directly in the browser and performs inference on-device, eliminating the need for server-side processing. The engine is capable of detecting 21 two-dimensional hand landmarks, allowing developers to build applications that respond to gestures such as pinching or forming a fist. ... -
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e-gibalec-android
e-Gibalec is an application which tracks your activitiy
The goal of e-Gibalec application is to promote exercise as a part of a healthy lifestyle to schoolchildren. It motivates the children to cultivate the habit of being physically active during leisure time. Gamification techniques are used for the motivation purposes, such as earning coins by being physically active, earning special currency by reaching daily goals and a possibility to challenge a friend in certain activity. The awards can be afterwards used to buy items which enable... -
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PolyRec
Unistroke gesture recognizer
...This implementation is a prototype developed for scientific purposes. More technical details on PolyRec can be found in the following scientific paper: V Fuccella, G. Costagliola; Unistroke Gesture Recognition Through Polyline Approximation and Alignment; in Proceedings of CHI 2015; pp. 3351-3354 http://dl.acm.org/citation.cfm?id=2702 -
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WiiGesture for Fex/AIR
Allows inclusion of Gesture Interaction via WiiMote in Web-Apps
...We used it to identify intuitive gestures from users for certain commands. The entire work was part of my diploma thesis I wrote in 2008 at Fraunhofer IGD. The gesture recognition API was included in a number of example scenarios. -
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1¢ Recognizer
A simple, efficient, and accurate gesture recognizer
The One Cent Recognizer is an easy-to-implement, efficient, and accurate handwritten gesture recognizer. If you would like to cite One Cent in a publication please use: J. Herold and T.F. Stahovich: The 1¢ Recognizer: A Fast, Accurate, and Eas y-to-Implement Handwritten Gesture Recognition Technique. In Proceedings of the 9th Eurographics workshop on Sketch-based interfaces and modeling (New York, NY, USA, 2012), SBIM '12, ACM -
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Jinect
Sceleton tracking and gesture recognition
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FUBI
Full Body Interaction Framework
...FUBI is written in C++ and includes a C#-Wrapper. Releases are tested on Windows 8.1, but there also exist Linux Code::Blocks project files. Fubi's main functionality is gesture and posture recognition according to four gesture categories: 1. Static postures: Configuration of several joints (positions or orientations). 2. Linear/Angular movements: Linear movement of joints with specific direction and speed or angular movement around an axis. 3. Combination of postures and movements: Combines sets of 1 and 2 in a sequence of states with specific time constraints. 4. ... -
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e-gibalec-windows
e-gibalec monitors daily activities
The goal of e-Gibalec application is to promote exercise as a part of a healthy lifestyle to schoolchildren. It motivates the children to cultivate the habit of being physically active during leisure time. Gamification techniques are used for the motivation purposes, such as earning coins by being physically active, earning special currency by reaching daily goals and a possibility to challenge a friend in certain activity. The awards can be afterwards used to buy items which enable... -
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e-gibalec-server
e-gibalec monitors daily activities
The goal of e-Gibalec application is to promote exercise as a part of a healthy lifestyle to schoolchildren. It motivates the children to cultivate the habit of being physically active during leisure time. Gamification techniques are used for the motivation purposes, such as earning coins by being physically active, earning special currency by reaching daily goals and a possibility to challenge a friend in certain activity. The awards can be afterwards used to buy items which enable... -
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e-gibalec-iOS
iOS code for e-Gibalec application
The goal of e-Gibalec application is to promote exercise as a part of a healthy lifestyle to schoolchildren. It motivates the children to cultivate the habit of being physically active during leisure time. Gamification techniques are used for the motivation purposes, such as earning coins by being physically active, earning special currency by reaching daily goals and a possibility to challenge a friend in certain activity. The awards can be afterwards used to buy items which enable... -
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Personalized Search Engine
Personalized Search Engine for Your Files
MySearchEngine (Personalized Search Engine) is a Java software to search files and folders in an OS file system. It differs from general OS file search engines in that it personalizes the indexing setup so that users can choose which directories to index or remove from an existing index and it can also suggest queries just like Google's "Did you mean" feature. The customization of indexing and query suggestion greatly improves search speed and make user experience more comfortable. eLibrary... -
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eLibrary
Personalized Search Engine for Commonly Used Files
eLibrary (electric library) is a Java software to search files and folders in an OS file system. It differs from general OS file search engines in that it personalizes the indexing setup so that users can choose which directories to index or remove from an existing index and it can also suggest queries just like Google's "Did you mean" feature. The customization of indexing and query suggestion greatly improves search speed and make user experience more comfortable. eLibrary can also extract... -
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android-activity-miner
Activity-Miner for Android
A mobile application to create accelerometer based activity recognition models directly on the phone. The configuration of the segmentation and feature extraction process chain requires expert knownledge. The prototype was developed in 2012 in a bachelor thesis at the University of Kassel and was optimized and enhanced for an experiment in 2015. -
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Gestouch
Gestouch: multitouch gesture recognition library for Flash
Gestouch is an ActionScript 3 library designed to enhance gesture handling in Flash/AIR projects, offering customizable recognition of single- and multi-touch gestures along with conflict management—going beyond the limited default Flash gesture support. Pretty neat architecture. Very similar to Apple’s UIGestureRecognizers (Cocoa-Touch UIKit). Works with any display list hierarchy structures: native DisplayList (pure AS3/Flex/your UI framework), Starling or ND2D (Stage3D) and 3D libs. ... -
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Gesture Recognition To Control TV
Hand Detection and Tracking In JAVACV To Control Television
Gesture Recognition technology has been used extensively in smart tvs and recent personal computer stations too. Gesture recognition involves the identification of human hand and detection of its movement while successfully tracking it over a raster thereby interpreting the gesture into a machine instruction. Gestures recognized will be left or right hand movements, up or down hand movements and open hand for switching the television off remotely. ... -
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G.A.S.I.
Webcam Gesture and Voice Recognition OS proof of concept
Inspired by interfaces from sci-fi movies like Iron Man, Gesture Analytical Sonic Interface (GASI) is a proof of concept of a Webcam gesture (Kinect like) and Voice recognition based computer interface, constraining itself to only components included in average laptops (A simple webcam and microphone, no Kinect) -
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easystroke is a gesture-recognition application for X11. It aims to be highly configurable while at the same time providing an intuitive user interface. It was designed primarily for use on a Tablet PC, but it also works well with a mouse.
