songanz
Undergrad & Master: Tsinghua University; Ph.D.: University of Michigan; Became candidate in 2017; Graduate in 2021; Ford Motor Company
Ford Motor CompanyPalo Alto
Pinned Repositories
3D-LiDAR-annotator
3D LiDAR annotation tool using ray tracing and bounding boxes.
3D-MiniNet
Official Implementation in Pytorch and Tensorflow of 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation
ADAPT
This repository is an official implementation of ADAPT: Action-aware Driving Caption Transformer, accepted by ICRA 2023.
avod
Code for 3D object detection for autonomous driving
flow_evaluation
fusion
MARL_CAVs
MARL for autonomous vehicles.
songanz's Repositories
songanz/3D-LiDAR-annotator
3D LiDAR annotation tool using ray tracing and bounding boxes.
songanz/flow_evaluation
songanz/fusion
songanz/MARL_CAVs
MARL for autonomous vehicles.
songanz/3D-MiniNet
Official Implementation in Pytorch and Tensorflow of 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation
songanz/ADAPT
This repository is an official implementation of ADAPT: Action-aware Driving Caption Transformer, accepted by ICRA 2023.
songanz/avod
Code for 3D object detection for autonomous driving
songanz/darknet-kitti
Revised version of YOLOv2 and YOLOv3 for KITTI dataset
songanz/frustum-pointnets
Frustum PointNets for 3D Object Detection from RGB-D Data
songanz/garage
A toolkit for reproducible reinforcement learning research
songanz/highway-env
songanz/highway-env-agents
songanz/kitti2bag
Convert KITTI dataset to ROS bag file the easy way!
songanz/Learn_coding
Self-learning
songanz/lidar2rosbag_KITTI
songanz/lidar_bin_visualizer
songanz/pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
songanz/PyTorch-YOLOv3-kitti
use yolov3 pytorch to train kitti
songanz/RL_for_AV
songanz/SARosPerceptionKitti
ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
songanz/second.pytorch
SECOND for KITTI object detection
songanz/tdw-transport-challenge-starter-code
songanz/tensorflow-yolov3
pure tensorflow Implement of YOLOv3 with support to train your own dataset
songanz/vla-driver
VLADriver: An open-source vision-language-action model for autonomous driving
songanz/VoxelNet-pytorch