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World Model based Autonomous Driving Platform in CARLA 🚗

Python 220 32 Updated Mar 20, 2025

An open source implementation of CLIP.

Python 11,747 1,103 Updated May 16, 2025
Python 4 Updated Feb 25, 2025

Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

Python 358 78 Updated May 20, 2023

[NeurIPS 2024 Datasets and Benchmarks Track] Closed-Loop E2E-AD Benchmark Enhanced by World Model RL Expert

Python 1,369 79 Updated Feb 18, 2025

BEVFormer, UniAD, VAD in Closed-Loop CARLA Evaluation with World Model RL Expert Think2Drive

Python 245 20 Updated Dec 2, 2024
16 1 Updated Mar 11, 2025

[CVPR 2025] UniScene: Unified Occupancy-centric Driving Scene Generation

Python 381 10 Updated Apr 24, 2025

SplatAD: Real-Time Lidar and Camera Rendering with 3D Gaussian Splatting for Autonomous Driving

Cuda 170 9 Updated Apr 2, 2025

[CVPR 2024] LMDrive: Closed-Loop End-to-End Driving with Large Language Models

Jupyter Notebook 761 64 Updated Apr 14, 2025

VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning

Python 41 3 Updated Mar 14, 2025

Code for paper "MapTracker: Tracking with Strided Memory Fusion for Consistent Vector HD Mapping", ECCV 2024 (Oral)

Python 209 22 Updated May 5, 2025

Fast-BEV: A Fast and Strong Bird’s-Eye View Perception Baseline

Python 701 93 Updated Sep 6, 2023

Fast and memory-efficient exact attention

Python 17,382 1,688 Updated May 16, 2025

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Python 29,015 5,962 Updated May 17, 2025
Jupyter Notebook 438 47 Updated Jun 25, 2024

[ICLR24] Official implementation of the paper “MagicDrive: Street View Generation with Diverse 3D Geometry Control”

Python 965 48 Updated Apr 21, 2025

[CVPR 2023] Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark

Python 81 5 Updated Dec 20, 2022

Spatial Sparse Convolution Library

Python 2,042 380 Updated Dec 15, 2024

[ICCV 2023] OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception

Python 639 54 Updated Dec 10, 2024
Python 55 1 Updated Feb 14, 2024

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Python 2,604 471 Updated Jul 31, 2024

(ECCV2024)ADMap: Anti-disturbance framework for reconstructing online vectorized HD map

Python 74 7 Updated Jul 9, 2024

Code base of the BEVDet series .

Python 1,566 273 Updated Jul 4, 2024

[ECCV'24] Online Vectorized HD Map Construction using Geometry

Python 221 23 Updated Aug 28, 2024

[ICLR'23 Spotlight & ECCV'24 & IJCV'24] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

Python 1,279 205 Updated Mar 3, 2025

[PyTorch] Official implementation of CVPR2022 paper "TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers". https://arxiv.org/abs/2203.11496

Python 686 84 Updated Mar 31, 2023
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