Essays about: "Object Detection"

Showing result 16 - 20 of 585 essays containing the words Object Detection.

1. 16. Using Machine Learning to Optimize Near-Earth Object Sighting Data at the Golden Ears Observatory

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

   Author : Laura Murphy; [2023]
   Keywords : Near-Earth Object Detection; Machine Learning; Deep Learning; Visual Transformers;

   Abstract : This research project focuses on improving Near-Earth Object (NEO) detection using advanced machine learning techniques, particularly Vision Transformers (ViTs). The study addresses challenges such as noise, limited data, and class imbalance. READ MORE

3. 17. A Rule-based approach for detection of spatial object relations in images

   University essay from Högskolan i Halmstad/Centrum för forskning om tillämpade intelligenta system (CAISR)

   Author : Wahaj Afzal; [2023]
   Keywords : Spatial relations; Deep learning; Computer vision; Artificial intelligence.;

   Abstract : Deep learning and Computer vision are becoming a part of everyday objects and machines. Involvement of artificial intelligence in human’s daily life open doors to new opportunities and research. READ MORE

4. 18. Design and implementation of an affordable reversing camera system with object detection and OBD-2 integration for commercial vehicles

   University essay from KTH/Hälsoinformatik och logistik

   Author : Alireza Ebrahimi; Esmatullah Akbari; [2023]
   Keywords : Reversing camera system; object detection; OBD-2-integration; ultrasonic sensors; accident risk; driver assistance.; Backkamerasystem; objektdetektering; OBD-2-integration; ultraljudssensorer; olycksrisk; förarassistans.;

   Abstract : This thesis is about designing and implementing an affordable reversing camera sys-tem with object detection and OBD-2 integration for commercial vehicles. The aim is to improve the safety and efficiency of these vehicles by giving drivers a clear view of their surroundings behind the vehicle and alerting them to the presence of nearby obstacles. READ MORE

5. 19. Visual Bird's-Eye View Object Detection for Autonomous Driving

   University essay from Linköpings universitet/Datorseende

   Author : Erik Lidman; [2023]
   Keywords : computer vision; machine learning; neural networks; deep learning; autonomous driving; autonomous systems; datorseende; maskininlärning; neuronnät; djupinlärning; autonom körning; autonoma system;

   Abstract : In the field of autonomous driving a common scenario is to apply deep learningmodels on camera feeds to provide information about the surroundings. A recenttrend is for such vision-based methods to be centralized, in that they fuse imagesfrom all cameras in one big model for a single comprehensive output. READ MORE

6. 20. Evaluation of FMCW Radar Jamming Sensitivity

   University essay from Uppsala universitet/Signaler och system

   Author : Ludvig Snihs; [2023]
   Keywords : FMCW; FMCW radar; radar; frequency-modulated radar; noise jamming; frequency-modulated continuous wave radar; FMCW Jamming; Jamming; Pulse Train; Pulse Jamming; Spoofing Attack; Spoofing; Deception; Repeater Jamming; Repeater; Automotive Radar; CFAR; sensor jamming; constant false alarm rate; electronic warfare; EW; FMCW; FMCW radar; frekvensmodulerad dopplerradar; dopplerradar; radar; brusstörning; radarstörning; pulsstörning; pulståg; falskmål; vilseledning; repeterstörning; bilradar; sensorstörning; CFAR;

   Abstract : In this work, the interference sensitivity of an FMCW radar has been evaluated by studying the impact on a simulated detection chain. A commercially available FMCW radar was first characterized and its properties then laid the foundation for a simulation model implemented in Matlab. READ MORE