Results 21 to 30 of about 476 (129)
Accuracy Improvement of Real-Time Driver Drowsiness Detection Using Transformer Model [PDF]
Journal of Artificial Intelligence and Data MiningDrowsiness remains a significant challenge for drivers, often resulting from extended working hours, inadequate sleep, and accumulated fatigue. This condition not only impairs reaction time and decision-making but also contributes to a substantial number
Havva Askari +2 more
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Journal of Applied Informatics and ComputingWith the advancement of technology, human-robot interaction (HRI) is becoming more intuitive, including through hand gesture-based control. This study aims to develop a real-time hand gesture recognition system to control a quadcopter swarm within a ...
Ryan Satria Wijaya +3 more
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MediaPipe with GNN for Human Activity Recognition
JUCS - Journal of Universal Computer ScienceHuman interaction and computer vision converge in the realm of Human Activity Recognition (HAR), which is a research field dedicated to the creation of automated systems capable of observing and categorizing human activities. This domain closely aligns with machine learning, involving the development of algorithms and models adept at learning to ...
Nozha Jlidi +3 more
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AirStrum: A virtual guitar using real-time hand gesture recognition and strumming technique [PDF]
Revista Română de Informatică și AutomaticăThe efforts in the field of virtualizing the guitar into well-modelled software systems have faced a lot of practical limitations. The existing guitar simulation programs require additional devices such as Electromyography (EMG) controllers, or Musical ...
Beulah ARUL +2 more
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Personalized Gym Trainer Using Mediapipe
International Journal for Research in Applied Science and Engineering Technology, 2023 Abstract: With the growing demand in personalised fitness experiences, this paper takes a fresh look at home workouts by creating a Personalised Gym Trainer with the Mediapipe library. This sophisticated device combines pose detection technology with voice assistance to provide users with real-time feedback and personalised instruction while exercising.
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Mediapipe and CNNs for Real-Time ASL Gesture Recognition
CoRR, 2023 5 pages, 6 figures, 2 ...
Rupesh Kumar +2 more
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ViSL One-shot: generating Vietnamese sign language data set
Научно-технический вестник информационных технологий, механики и оптикиThe development of methods for automatic recognition of objects in a video stream, in particular, recognition of sign language, requires large amounts of video data for training. An established method of data enrichment for machine learning is distortion
K. Dang, I. A. Bessmertny
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Indian Sign Language Recognition Using Mediapipe Holistic
CoRR, 2023 Deaf individuals confront significant communication obstacles on a daily basis. Their inability to hear makes it difficult for them to communicate with those who do not understand sign language. Moreover, it presents difficulties in educational, occupational, and social contexts.
Velmathi G, Kaushal Goyal
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Verification of Criterion-Related Validity for Developing a Markerless Hand Tracking Device
BiomimeticsPhysicians, physical therapists, and occupational therapists have traditionally assessed hand motor function in hemiplegic patients but often struggle to evaluate complex hand movements.
Ryota Suwabe +2 more
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A MediaPipe and CNN-Based Framework for Real-Time Sign Language Recognition and Translation [PDF]
ITM Web of ConferencesThis research is being aimed at the real-time sign language translation system developed in the absence of dedicated equipment like sensor gloves, under the sole observation of a standard camera and computer vision techniques.
More Priyanka +4 more
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