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@UCLA-DriveX

UCLA-DriveX

DriveX is an open-source echosystem for automated driving and intelligent transportation system.

drivex

DriveX is an open-source echosystem for automated driving and intelligent transportation system. Its key features can be summarized as:

  • Ecosystem: DriveX aims at building an ecosystem where researchers and developers from both academia and industry and from different research communities can share data, algorithms, models, and simulation tools.
  • Integrated research pipeline: DriveX provides an integrated research pipeline that facilitates the research needs of different stakeholders in automated driving and intelligent transportation.
  • Modular design: DriveX follows a modular design, which not only includes the full-stack automated driving modules from perception, localization, planning, and control, to V2X communication, but also incorporates the capability of the scenario importing and generation for more scalable and generalizable real-world research.
  • Benchmarks and model zoo: DriveX constructs several benchmarks based on real-world data and evaluates developed algorithms for different tasks of automated driving and intelligent transportation. A model zoo is maintained with the well-polished implementation of typical algorithms and models for each task. Public benchmark and model zoo will accelerate the development of new algorithms and measure the research progress in a transparent way.

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  1. OpenCOOD OpenCOOD Public

    Forked from DerrickXuNu/OpenCOOD

    [ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

    Python

  2. metadrive metadrive Public

    Forked from metadriverse/metadrive

    MetaDrive: Composing Diverse Scenarios for Generalizable Reinforcement Learning

    Python

  3. OpenCDA OpenCDA Public

    Forked from ucla-mobility/OpenCDA

    A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.

    Python

  4. v2x-vit v2x-vit Public

    Forked from DerrickXuNu/v2x-vit

    [ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"

    Python

  5. CoPO CoPO Public

    Forked from decisionforce/CoPO

    [NeurIPS 2021] Official implementation of paper "Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization".

    Python

  6. CoBEVT CoBEVT Public

    Forked from DerrickXuNu/CoBEVT

    [CoRL2022] CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers

    Python

Repositories

Showing 8 of 8 repositories
  • .github Public
    UCLA-DriveX/.github’s past year of commit activity
    0 0 0 0 Updated Nov 23, 2022
  • v2x-vit Public Forked from DerrickXuNu/v2x-vit

    [ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"

    UCLA-DriveX/v2x-vit’s past year of commit activity
    Python 0 MIT 32 0 0 Updated Nov 22, 2022
  • CoPO Public Forked from decisionforce/CoPO

    [NeurIPS 2021] Official implementation of paper "Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization".

    UCLA-DriveX/CoPO’s past year of commit activity
    Python 0 Apache-2.0 21 0 0 Updated Oct 22, 2022
  • CoBEVT Public Forked from DerrickXuNu/CoBEVT

    [CoRL2022] CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers

    UCLA-DriveX/CoBEVT’s past year of commit activity
    Python 0 Apache-2.0 17 0 0 Updated Oct 11, 2022
  • OpenCDA Public Forked from ucla-mobility/OpenCDA

    A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.

    UCLA-DriveX/OpenCDA’s past year of commit activity
    Python 0 198 0 0 Updated May 10, 2022
  • metadrive Public Forked from metadriverse/metadrive

    MetaDrive: Composing Diverse Scenarios for Generalizable Reinforcement Learning

    UCLA-DriveX/metadrive’s past year of commit activity
    Python 0 Apache-2.0 107 0 0 Updated May 4, 2022
  • OpenCOOD Public Forked from DerrickXuNu/OpenCOOD

    [ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

    UCLA-DriveX/OpenCOOD’s past year of commit activity
    Python 0 100 0 0 Updated Apr 19, 2022
  • EGPO Public Forked from decisionforce/EGPO

    [CoRL 2021] Official implementation of paper "Safe Driving via Expert Guided Policy Optimization".

    UCLA-DriveX/EGPO’s past year of commit activity
    Python 0 MIT 9 0 0 Updated Dec 22, 2021

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