Course Contents
(0:00:00) Introduction
(0:02:16) Fully Convolutional Network | Road Segmentation
(0:20:45) YOLO | 2D Object Detection
(0:35:51) Deep SORT | Object Tracking
(0:52:37) KITTI 3D Data Visualization | Homogenous Transformations
(1:06:45) Multi Task Attention Network (MTAN) | Multi Task Learning
(1:20:58) SFA 3D | 3D Object Detection
(1:40:24) UNetXST | Camera to Bird’s Eye View
Computer Vision and Perception for Self-Driving Cars (Deep Learning Course)
freeCodeCamp
via YouTube
Learn about Computer Vision and Perception for Self Driving Cars. This series focuses on the different tasks that a Self Driving Car Perception unit would be required to do.
Instructor(s)
Sakshay