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PolarBEVU

Official code of the papar "PolarBEVU: Multi-Camera 3D Object Detection in Polar Bird's-Eye View via Unprojection".

Get Started

Environment

  • CUDA 11.1
  • Python 3.7.15
  • PyTorch 1.9.0+cu111
  • mmcv-full 1.5.2
  • mmdet 2.24.0
  • mmengine 0.7.2
  • mmsegmentation 0.24.0

Installation

Refer here.

Data Preparation

Refer here

└── data
    └── nuscenes
        ├── v1.0-trainval 
        ├── sweeps
        ├── samples 
        └── maps    
python tools/create_data_polarbevu.py

Train model

python tools/train.py $config

Test model

python tools/test.py $config $checkpoint --eval mAP

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