This project leverages OpenCV and Mediapipe for real-time pose detection, transforming a workout into a tech-driven exercise. Users perform 16 pullups on each arm, tracked by angle …

Oct 18, 2024 · In this article, I will walk you through how we built a bicep curl tracker from scratch using Python, OpenCV, and Mediapipe. By the end, you will understand how these tools work …

Oct 11, 2022 · An easy-to-use, standalone and open-source motion tracking application for researchers and engineers, written in Python. For the complete list of features please check …

Feb 9, 2025 · Tracking motion is a fundamental concept in computer vision, and OpenCV provides an robust and efficient way to achieve this using Python. This guide will walk you …

The Free Motion Capture Project (FreeMoCap) aims to provide research-grade markerless motion capture software to everyone for free. We're building a user-friendly framework that connects …

In this project, I designed an AI that uses webcam footage to accurately detect exercises in real time and counts reps. OpenCV is used to access the webcam on your machine, a pretrained …

Jul 1, 2023 · With multiple implemented tracking algorithms, the possibility of multi-object, rotation or size change tracking and a diverse set of numerical differentiation methods for velocity and …

Some OpenCV applications that help in Pose Estimation include Motion Tracking, Gesture Detection, and Structure from Motion. What is MediaPipe? MediaPipe is also an open-source …

The operation takes advantage of the Fourier shift theorem for detecting the translational shift in the frequency domain. It can be used for fast image registration as well as motion estimation. …

Built using Python, OpenCV, and MediaPipe, this Streamlit-based web application ensures correct exercise form and minimizes injury risks by detecting incorrect postures. The system also …