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PointMapNet

Enhancing Real-Time Geospatial Analytics with PointMapNet: A Scalable Approach for High-Definition Map Construction

Models

nuScenes dataset

Method Backbone Epoch mAP Config Download
PointMapNet R50 24 55.3 config model
PointMapNet R50 110 62.2 config model
  • mAP is measured under the thresholds { 0.5, 1.0, 1.5 }

Getting Started

Installation

Follow by mmdet3d v1.3.0

Prepare Dataset

python tools/data_converter/nuscenes_converter.py --data-root data/nuscenes --canbus

Train and Eval

python -m tools.train config/pointmapnet.py
python -m tools.train config/pointmapnet.py work_dirs/pointmapnet/epoch_24.pth