Deep-Learning-for-Autonomous-Driving

Python sample codes and textbook for robotics algorithms.

Autoware - the world's leading open-source software project for autonomous driving

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

OpenMMLab's next-generation platform for general 3D object detection.

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

[IEEE T-PAMI 2024] All you need for End-to-end Autonomous Driving

DeepLab v3+ model in PyTorch. Support different backbones.

Waymo Open Dataset