Computer Vision and Perception for Self-Driving Cars (Deep Learning Course)

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. ✏️ Course by Robotics with Sakshay. https://www.youtube.com/channel/UC57lEMTXZzXYu_y0FKdW6xA ⭐️ Course Contents and Links ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:02:16) Fully Convolutional Network | Road Segmentation Kaggle Dataset: https://www.kaggle.com/sakshaymahna/kittiroadsegmentation Kaggle Notebook: https://www.kaggle.com/sakshaymahna/fully-convolutional-network KITTI Dataset: http://www.cvlibs.net/datasets/kitti/ Fully Convolutional Network Paper: https://arxiv.org/abs/1411.4038 Hand Crafted Road Segmentation: https://www.youtube.com/watch?v=hrin-qTn4L4 Deep Learning and CNNs: https://www.youtube.com/watch?v=aircAruvnKk ⌨️ (0:20:45) YOLO | 2D Object Detection Kaggle Competition/Dataset: https://www.kaggle.com/c/3d-object-detection-for-autonomous-vehicles Visualization Notebook: https://www.kagg