Prateek SawhneyIntroduction to Keras & Transfer Learning for Self Driving CarsIntroduction to Keras and the use of Transfer Learning in the development of Deep Learning architecturesSep 12, 2022Sep 12, 2022
Prateek SawhneyIntroduction to Neural Networks For Self Driving Cars (Foundational Concepts — Part 2)Foundational concepts in the fields of Machine Learning, Deep Neural Networks and Self Driving CarsSep 8, 2022Sep 8, 2022
Prateek SawhneyIntroduction to Neural Networks For Self Driving Cars (Foundational Concepts Part — 1)Foundational concepts in the fields of Machine Learning and Deep Neural NetworksSep 5, 2022Sep 5, 2022
Prateek SawhneyIntroduction to Convolutional Neural NetworksIntroductory concepts in the field of Image Recognition using Convolutional Neural NetworksSep 3, 2022Sep 3, 2022
Prateek SawhneyLocalization Overview for Self Driving CarsLocalization overview for autonomous vehicles or self driving carsSep 13, 2021Sep 13, 2021
Prateek SawhneyIntroduction to Object Detection for Self Driving CarsFoundational concepts like Gradient features, Sliding window protocol, Color Histogram features and Training a ClassifierSep 13, 20211Sep 13, 20211
Prateek SawhneyAutonomous Vehicle ArchitectureIntroduction to System Integration, Sensor Subsystem, Perception Subsystem, Planning Subsystem and Control SubsystemSep 13, 2021Sep 13, 2021
Prateek SawhneyDeploying a People Counter Application at the Edge Using Intel OpenVINO ToolkitUsing Intel OpenVINO Toolkit to create awesome applications!Sep 13, 2021Sep 13, 2021
Prateek SawhneyIntroduction to Computer Vision & Camera Calibration for Self Driving CarsCamera Calibration, Perspective Transform and Distortion Correction for Self Driving Cars DevelopmentSep 13, 2021Sep 13, 2021
Prateek SawhneyIntroduction to Safety Management for Self Driving CarsIntroduction to concepts like Safety Culture, Safety Lifecycle, Safety Management, Development Interface Agreement and Confirmation…Sep 13, 2021Sep 13, 2021
