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Real-Time Exercise Repetition Counting and Form Analysis Using Mediapipe and Computer Vision

2025 Fifth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)
Exercise repetition tracking plays a vital role in fitness monitoring and progress evaluation, yet manual counting can be error-prone and inefficient.
Krish Sen   +2 more
semanticscholar   +1 more source

Fitness Action Counting Based on MediaPipe

2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2022
Xiangying Li   +3 more
openaire   +1 more source

Real-Time Sign Language Recognition and Translation Using MediaPipe and Random Forests for Inclusive Communication

2025 2nd International Conference on Computational Intelligence, Communication Technology and Networking (CICTN)
Communication barriers faced by deaf and speech-impaired individuals necessitate innovative solutions for effective interaction with the hearing community. This research proposes a novel approach to sign language recognition and translation by leveraging
Garvit Sharma   +5 more
semanticscholar   +1 more source

Smoke Detection Based on YOLOv5 and MediaPipe

Industry Science and Engineering
As awareness of smoking prohibition in public places increases, technology that automatically detects smoking behavior is particularly important. With the rapid development of deep learning and neural networks, the typical You Only Look Once version 5 (YOLOv5) algorithm can be used for prediction, the traditional algorithm performs well on the picture,
Yusong Wang, Rouyi Fan, Xiaofeng Li
openaire   +1 more source

A Comprehensive Survey and Evaluation of MediaPipe Face Mesh for Human Emotion Recognition

International Conference on Computing Communication Control and automation
Human Emotion Recognition (HER) has become a crucial application within computer vision and artificial intelligence, facilitating advancements in human-computer interaction, robotics, and other domains.
S. Jakhete, N. Kulkarni
semanticscholar   +1 more source

Real-Time Detection and Analysis of Facial Movement Disorders Using MediaPipe and OpenCV: A Streamlit-Based Framework

2025 12th International Conference on Information Technology (ICIT)
This study introduces an innovative framework for Facial Movements Disorders (FMD), including eyelid movement, and mouth droopy. The system operates in real-time through front-facing laptop cameras, uploaded videos, and images.
Noura Abulail, A. Y. Owda, M. Owda
semanticscholar   +1 more source

Deep Learning-Driven Body-Sensing Game Action Recognition: A Research on Human Detection Methods Based on MediaPipe and YOLO

International Conference Civil Engineering and Architecture
Body-sensing games are gradually becoming an important means of human-computer interaction, yet traditional recognition methods struggle to meet the demands of both high accuracy and low latency simultaneously. To address this, this paper proposes a real-
Chenxi Ye   +5 more
semanticscholar   +1 more source

Integration of MediaPipe and L2CS-Net for Driver Drowsiness Detection and Gaze Tracking

International Conference on Electronics, Information and Communications
This paper proposes a system combining Google MediaPipe and L2CS-Net to track driver gaze and detect drowsiness. MediaPipe is used for facial landmark detection, focusing on the Eye Aspect Ratio to measure eyelid closure, while L2CS-Net estimates gaze ...
Yang-Jin An   +4 more
semanticscholar   +1 more source

Hand Cricket Game using CNN and MediaPipe

2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2022
Sai Surya Teja Gontumukkala   +3 more
openaire   +1 more source

Face Mask Detection using MediaPipe Facemesh

2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO), 2022
Brett Thaman, T. Cao, Nicholas Caporusso
openaire   +1 more source

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