Starred repositories
[IEEE T-PAMI 2024] All you need for End-to-end Autonomous Driving
Repository for precision tracking from 3D point clouds
Making large AI models cheaper, faster and more accessible
[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images
[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving
Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀
[ICCV 2023] The first DETR model for monocular 3D object detection with depth-guided transformer
OpenMMLab Rotated Object Detection Toolbox and Benchmark
Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park*, Rares Ambrus*, Vitor Guizilini, Jie Li, and Adrien Gaidon.
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
Monocular Depth Estimation Toolbox based on MMSegmentation.
Delving into Localization Errors for Monocular 3D Object Detection, CVPR'2021
Python implementation of Poisson Multi-Bernoulli Mixture Filter for Multi-Object Tracking.
Protocol Buffers - Google's data interchange format
Detailed comments for ORB-SLAM2 with trouble-shooting, key formula derivation, and diagrammatic drawing
KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.
[ICCV21 & WACV23] Monocular 3D Object Detection for Automonous Driving
C++ IPC Library: A high-performance inter-process communication using shared memory on Linux/Windows.
A simple C++11 Thread Pool implementation
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
An open-source C++ library developed and used at Facebook.