Certificate in AV Sensor Fusion and Perception
-- ViewingNowThe Certificate in AV Sensor Fusion and Perception is a comprehensive course that equips learners with essential skills in autonomous vehicle (AV) technology. This course is critical for career advancement, given the increasing industry demand for experts who can develop and implement AV systems.
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โข Introduction to AV Sensor Fusion and Perception
โข Types of AV Sensors: Cameras, Lidar, Radar, Ultrasonic, and Infrared
โข Sensor Data Fusion Techniques: Kalman Filter, Particle Filter, and Bayesian Networks
โข Perception in AV Systems: Object Detection, Classification, and Tracking
โข Computer Vision Techniques: Image Processing, Feature Extraction, and Convolutional Neural Networks
โข Localization and Mapping: Simultaneous Localization and Mapping (SLAM) and Global Positioning System (GPS)
โข Obstacle Detection and Avoidance: Sensor-based and Model-based Methods
โข AV Perception System Architecture: Hardware and Software Components
โข Safety and Reliability in AV Sensor Fusion and Perception Systems
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