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持续性泛化的3D模型端云协作框架

在这项目,我们构建了基于Paddle3D的、大小模型协同训练框架、知识蒸馏的3D模型端云协作框架。

数据预处理

  • data/nuscenes_download 下的 check.shdownload_nuscenes.shunpack.sh 脚本

训练

  • 知识蒸馏训练
> python tools/train.py --config configs/bevdet/bevdet4d_kd_r101_r50_nuscenes.yml

测试

  • 测试
> python tools/evaluate.py --config configs/bevdet/bevdet4d_kd_r101_r50_nuscenes.yml

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