OpenDriveLab

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31 repositories

BeTop
Public
[NeurIPS 2024] Behavioral Topology (BeTop), a multi-agent behavior formulation for interactive motion prediction and planning
motion-planning autonomous-driving motion-prediction
Python
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Apache License 2.0
•3•54•0•0•Updated Nov 12, 2024Nov 12, 2024
DriveAGI
Public
[CVPR 2024 Highlight] GenAD: Generalized Predictive Model for Autonomous Driving & Foundation Models in Autonomous System
autonomous-driving large-dataset general-artificial-intelligence video-generation world-models video-dataset embodied-ai policy-learning foundation-model
Python
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Apache License 2.0
•24•607•8•0•Updated Nov 9, 2024Nov 9, 2024
elm.github.io
Public
ELM
TypeScript
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MIT License
•3•0•0•0•Updated Nov 4, 2024Nov 4, 2024
ELM
Public
[ECCV 2024] Embodied Understanding of Driving Scenarios
autonomous-driving vision-language-model end-to-end-driving
Python
•13•148•6•0•Updated Nov 4, 2024Nov 4, 2024
Vista
Public
[NeurIPS 2024] A Generalizable World Model for Autonomous Driving
autonomous-driving video-generation world-model
Python
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Apache License 2.0
•42•565•14•1•Updated Nov 1, 2024Nov 1, 2024
CLOVER
Public
[NeurIPS 2024] CLOVER: Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
generative-model closed-loop-control robot-manipulation visuomotor-control
Python
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Apache License 2.0
•1•65•1•0•Updated Oct 21, 2024Oct 21, 2024
opendrivelab.github.io
Public
Shell
•0•1•0•0•Updated Oct 10, 2024Oct 10, 2024
DriveLM
Public
[ECCV 2024 Oral] DriveLM: Driving with Graph Visual Question Answering
autonomous-driving vision-language large-language-models llm prompt-engineering prompting chain-of-thought tree-of-thoughts graph-of-thoughts
HTML
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Apache License 2.0
•57•869•11•0•Updated Oct 9, 2024Oct 9, 2024
OpenLane-V2
Public
[NeurIPS 2023 Track Datasets and Benchmarks] OpenLane-V2: The First Perception and Reasoning Benchmark for Road Driving
3d-lane-detection topology-reasoning traffic-element-recognition
Jupyter Notebook
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Apache License 2.0
•66•557•5•0•Updated Sep 18, 2024Sep 18, 2024
UniAD
Public
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
motion-planning autonomous-driving multi-object-tracking occupancy-prediction motion-prediction autonomous-driving-framework end-to-end-autonomous-driving perception-prediction-planning bev-segmentation
Python
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Apache License 2.0
•396•3.5k•81•1•Updated Aug 28, 2024Aug 28, 2024
TopoNet
Public
Topology Reasoning for Scene Perception in Autonomous Driving
centerline-detection autonomous-driving traffic-element-recognition road-topology
Python
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Apache License 2.0
•12•286•1•0•Updated Aug 20, 2024Aug 20, 2024
MPI
Public
[RSS 2024] Learning Manipulation by Predicting Interaction
robot-manipulation pre-training policy-learning
Python
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MIT License
•1•90•3•0•Updated Aug 18, 2024Aug 18, 2024
End-to-end-Autonomous-Driving
Public
[IEEE T-PAMI 2024] All you need for End-to-end Autonomous Driving
simulation autonomous-driving policy-learning end-to-end-autonomous-driving
MIT License
•233•2.4k•0•0•Updated Aug 15, 2024Aug 15, 2024
ST-P3
Public
[ECCV 2022] ST-P3, an end-to-end vision-based autonomous driving framework via spatial-temporal feature learning.
end-to-end-autonomous-driving perception-prediction-planning
Python
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Apache License 2.0
•38•332•12•1•Updated Aug 14, 2024Aug 14, 2024
TCP
Public
[NeurIPS 2022] Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline.
carla-driving-simulator end-to-end-autonomous-driving
Python
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Apache License 2.0
•48•363•23•0•Updated Aug 6, 2024Aug 6, 2024
LaneSegNet
Public
[ICLR 2024] Map Learning with Lane Segment for Autonomous Driving
autonomous-driving topology-reasoning online-mapping lane-segment laneline-detection
Python
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Apache License 2.0
•29•267•2•0•Updated Jul 19, 2024Jul 19, 2024
OccNet
Public
[ICCV 2023] OccNet: Scene as Occupancy
autonomous-driving 3d-object-detection 3d-occupancy
Python
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Apache License 2.0
•51•570•24•0•Updated Jul 19, 2024Jul 19, 2024
ViDAR
Public
[CVPR 2024 Highlight] Visual Point Cloud Forecasting
autonomous-driving pre-training point-cloud-forecasting world-model
Python
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Apache License 2.0
•18•278•10•0•Updated Jun 24, 2024Jun 24, 2024
mpi.github.io
Public
Project Page for "Learning Manipulation by Predicting Interaction" which has accepted by RSS 2024
JavaScript
•0•0•0•0•Updated Jun 4, 2024Jun 4, 2024
OpenScene
Public
3D Occupancy Prediction Benchmark in Autonomous Driving
autonomous-driving foundation-model 3d-occupancy
Python
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Apache License 2.0
•21•310•6•0•Updated May 27, 2024May 27, 2024
LightwheelOcc
Public
LightwheelOcc: A 3D Occupancy Synthetic Dataset in Autonomous Driving
Cuda
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Apache License 2.0
•3•77•2•0•Updated Apr 28, 2024Apr 28, 2024
CVPR2024Challenge_Assets
Public
Assets for Competition Servers on Huggingface
0•4•0•0•Updated Mar 26, 2024Mar 26, 2024
ThinkTwice
Public
[CVPR 2023] Pytorch implementation of ThinkTwice, a SOTA Decoder for End-to-end Autonomous Driving under BEV.
carla-simulator end-to-end-autonomous-driving
Python
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Apache License 2.0
•21•213•2•0•Updated Mar 4, 2024Mar 4, 2024
DriveAdapter
Public
[ICCV 2023 Oral] A New Paradigm for End-to-end Autonomous Driving to Alleviate Causal Confusion
Python
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Apache License 2.0
•16•201•3•0•Updated Jan 11, 2024Jan 11, 2024
Birds-eye-view-Perception
Public
[IEEE T-PAMI] Awesome BEV perception research and cookbook for all level audience in autonomous diriving
autonomous-driving lidar-detection birds-eye-view perception-algorithm camera-detection
Python
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Apache License 2.0
•103•1.2k•2•0•Updated Jan 6, 2024Jan 6, 2024
maskalign
Public
[CVPR 2023] Official repository for paper "Stare at What You See: Masked Image Modeling without Reconstruction"
Python
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Apache License 2.0
•6•66•0•0•Updated Dec 6, 2023Dec 6, 2023
PersFormer_3DLane
Public
[ECCV 2022 Oral] Perspective Transformer on 3D Lane Detection
computer-vision deep-learning autonomous-driving lane-detection 3d-lane-detection
Python
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Apache License 2.0
•78•433•19•0•Updated Dec 6, 2023Dec 6, 2023
PPGeo
Public
[ICLR 2023] Pytorch implementation of PPGeo, a fully self-supervised driving policy pre-training framework to learn from unlabeled driving videos.
self-supervised-learning policy-learning end-to-end-autonomous-driving
Python
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Apache License 2.0
•7•121•3•0•Updated Dec 6, 2023Dec 6, 2023
Openpilot-Deepdive
Public
Our insights of Openpilot, a deepdive project on it
end-to-end-autonomous-driving perception-algorithm planning-and-control
Python
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MIT License
•66•231•4•0•Updated Dec 6, 2023Dec 6, 2023
HDGT
Public
[IEEE T-PAMI 2023] Unified heterogeneous transformer-based graph neural network for motion prediction
autonomous-driving motion-prediction waymo-challenge
Python
•10•109•1•0•Updated Dec 6, 2023Dec 6, 2023