Technical Description The invention provides an AI-based pothole detection system that features a portable LiDAR sensor for 3D road surface data, a scanning mechanism for high-density data collection, an HPC processing unit, and a deep learning model for real-time condition…
Technical Description The technology introduces a system for monitoring and tracking health through a wearable device to identify symptoms of various diseases in individuals by analyzing physiological parameters such as body temperature, blood oxygen saturation, heart rate, respiratory rate, and…
Technical Description The invention provides a lightweight, high-capacity compression system for edge devices, utilizing simple hardware and a deep learning decoder. It optimizes data size, transmission latency, security, and efficiency, making it suitable for surveillance, personal monitoring, and drone applications.…
Technical Description The technology presents a machine learning system that analyzes global metabolomics and lipidomics, capturing comprehensive molecular data to predict metabolic disorders and track therapy response. Problems Addressed Metabolic Disorder Complexity Class Differences Complex Factors Limited Analysis Tech Features…
Technical Description The technology introduces a system for predicting weather events that utilizes deep learning to enhance predictions on local and hyperlocal scales. Integrating diverse data with advanced algorithms and LSTM-based neural networks improve accuracy by 15% to 100% over…
Technical Description The invention discloses an AI-based multi-contrast MRI reconstruction method that uses kernel-modulated CNNs and bi-level meta-learning to reconstruct multiple MRI contrasts from under-sampled k-space data. A single multi-task model adapts to diverse and even unseen contrast protocols, improving…
Technical Description The invention discloses an AI-driven system and method for estimating traffic volume using edge devices and vision-based sensors. It employs object detection, tracking, and knowledge-distilled models to automatically count vehicles and derive traffic insights from live camera feeds…
Technical Description This invention provides a costeffective method and system for autonomous navigation of agricultural vehicles using computer vision combined with multiple sensors. It enables accurate positioning, real-time obstacle detection/classification, dynamic state estimation, and reliable operation in diverse field environments…
Technical Description This invention provides a bandwidth-efficient method for monitoring the performance of AI/ML-based CSI compression models in MIMO wireless systems. It enables the evaluation of encoder-decoder pairs at separate physical locations (UE and Base Station) without the prohibitive overhead…
Technical Description This invention features an intelligent, waterproof, and heat-resistant robot designed for autonomous fire detection and suppression. Utilizing inverse kinematics and adaptive gripping, the system navigates uneven terrain to extinguish fires and remove path obstacles without human intervention. Problems…
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