Tag: Machine Learning

AI Yoga Pose Detection App using Flutter and TensorFlow Lite for Image Classification

Building an AI-Powered Yoga Pose Detection App Using Flutter and TensorFlow Lite

Introduction Artificial Intelligence is transforming fitness and wellness applications by enabling real-time activity recognition and personalized user experiences. In this project, we developed a Yoga Pose Detection application using Flutter and TensorFlow Lite that can identify yoga poses from uploaded images. The application leverages a custom-trained machine learning model created [...]

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Predictive Maintenance with Machine Learning using Random Forest and NASA CMAPSS Aircraft Engine Dataset

Predicting Aircraft Engine Failure Using Random Forest on NASA’s CMAPSS Turbofan Dataset

Predicting Aircraft Engine Failure Using Random Forest on NASA’s CMAPSS Turbofan Dataset 1. The Problem Turbofan jet engines degrade over time. In aviation maintenance, the key question is: how many operational cycles does an engine have left before it needs servicing? Unplanned engine failures cost airlines millions — and more [...]

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