Essays about: "edge machine learning"

Showing result 21 - 25 of 103 essays containing the words edge machine learning.

1. 21. Analyzing the override strategy for collision avoidance functions

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Amir Varghaei; Samin Dehghani; [2022-10-14]
   Keywords : Collision Avoidance; Driver behaviour; Data science; Driver override; K-means clustering; Time series clustering; Unsupervised learning;

   Abstract : The automotive industry has been shifting towards leveraging intelligent software solutions to ensure safety and ease of use. However, ensuring safety during execution heavily depends on how the human user interacts with these automated systems. READ MORE

3. 22. Automated Welfare Assessment of Dairy Cattle Using Artificial Intelligence

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Eric Jonsson; [2022]
   Keywords : ;

   Abstract : The recent boom in Artificial Intelligence (AI) and intelligent decision-support systems has revolutionized efficiency across industries, and there is great value in applying these findings to the dairy industry. With the growth of the dairy industry comes a need for new and innovative tools to support the increased demand. READ MORE

4. 23. Smart Scooter : Solving e-scooter safety problems with multi-modal, privacy-preserving sensor technology and machine learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Beatrice Lovely; [2022]
   Keywords : Smart Devices; Machine Learning; Sensors; Radar; Inertial Measurement Unit; Computer Vision; Smarta Saker; Maskininlärning; Sensorer; Radar; Tröghetsmåttenhet; Dator- seende;

   Abstract : Micromobility ride-share scooters (e-scooters) have become a popular mode of transport in several major cities around the world, yet several safety and accessibility issues stem from how these scooters are operated, including sidewalk riding, unsafe parking and wrong-way riding. This thesis tackles these issues through a novel, privacy-preserving, end-to-end sensor system that employs lightweight machine learning models to provide real-time feedback to users to present unsafe scooter operation. READ MORE

5. 24. A heuristic approach to screw pose detection

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Emil Ransed; [2022]
   Keywords : ;

   Abstract : Object detection using vision systems could generally be accomplished using machine learning or conventional computer vision techniques. This thesis implements and compares three methods to locate screws on a flat plane using conventional computer vision on regular non stereo images without any depth or range information. READ MORE

6. 25. Anomalous Behavior Detection in Aircraft based Automatic Dependent Surveillance–Broadcast (ADS-B) system using Deep Graph Convolution and Generative model (GA-GAN)

   University essay from Linköpings universitet/Databas och informationsteknik

   Author : Jayesh Kenaudekar; [2022]
   Keywords : Intrusion detection aircraft aviation security adsb protocol AI deep learning machine learning graph generative model surveillance broadcast;

   Abstract : The Automatic Dependent Surveillance-Broadcast (ADS-B) is a key component of the Next Generation Air Transportation System (Next Gen) that manages the increasingly congested airspace and operation. From Jan 2020, the U.S. Federal Aviation Administration (FAA) mandated the use of (ADS-B) as a key component of Next Gen project. READ MORE