My New Project: Real-Time Pose Estimation in Python! Just finished building a reusable Pose Estimation module, and the real-time performance is incredible! 🏃♂️✨ This project was a great dive into computer vision, using Python, OpenCV, and Google's MediaPipe to create a plug-and-play module. It processes a video stream and pinpoints the coordinates for all 33 body landmarks. Key Features: 🚀 Real-Time Tracking: Smooth performance on standard video files or a webcam feed. 🧩 Modular Design: Encapsulated in a PoseEstimationModule class for easy integration into larger applications. 🎯 High-Fidelity Tracking: Utilizes MediaPipe's robust machine learning model to track the full human skeleton. This is a crucial foundational block for more complex projects in human-computer interaction and fitness technology. It's the core computer vision engine that will power the form analysis and rep-counting features in my AI Gym Trainer application. Check out the complete code on my GitHub! 👇 https://lnkd.in/e2dJNQsi #Python #Developer #ComputerVision #OpenCV #MediaPipe #AI #MachineLearning #DeepLearning #PoseEstimation #FitnessTech #ImageProcessing #RealTime #HCI #Innovation #Tech #Programming #GitHub #PortfolioProject
That’s impressive work with the Pose Estimation module . Have you considered how this module might scale with more complex interactions, like multi-user tracking?
Tech Trainee @ZeAI Soft | Machine Learning & NLP Enthusiast | AI Researcher in Progress | Passionate about Building Intelligent Systems
1wGreat work Gunal K 👏