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Awesome-Occupancy-Network

Awesome papers and codebases about Occupancy Network in Tesla AI Day 2022

Papers

CVPR 2023

  • Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction [paper] [Github]
  • VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion [paper] [Github]

CVPR 2022

  • MonoScene: Monocular 3D Semantic Scene Completion [paper] [Github]

Arxiv

  • OccDepth: A Depth-aware Method for 3D Semantic Occupancy Network [paper] [Github]

Datasets

  • Occupancy Dataset for nuScenes [Github]
  • SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving [paper] [Github]
  • OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception [paper] [Github]

Survey

  • Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review [paper]

Challenges

Tesla Report

awesome-occupancy-network's People

Contributors

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