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原始论文:https://arxiv/abs/2208.11112
代码:https://github/fudan-zvg/DeepInteraction
我的环境:
系统:Ubuntu20.04
显卡:RTX 3090 24G X2
CPU:13th Gen Intel® Core™ i9-13900K
一、环境配置
依据 install.md
conda create -n deepint python==3.7
conda install pytorch==1.9.1 torchvision==0.10.1 torchaudio==0.9.1 cudatoolkit=11.3 -c pytorch -c conda-forge
# mmlab套件前置
pip install mmcv-full==1.3.18
pip install mmdet==2.14.0
pip install mmsegmentation==0.14.1
# mmdetection3d框架
git clone https://github/open-mmlab/mmdetection3d.git
cd mmdetection3d
git checkout v0.17.1
python setup.py install
# detectron2框架
python -m pip install detectron2 -f \
https://dl.fbaipublicfiles/detectron2/wheels/cu111/torch1.9/index.html
# DeepInteraction源码
git clone https://github/fudan-zvg/DeepInteraction.git
cd DeepInteraction
二、数据准备
python tools/create_data.py nuscenes --root-path ./data/nuscenes --out-dir ./data/nuscenes --extra-tag nuscenes
三、训练和测试
# train with 8 GPUs
tools/dist_train.sh projects/configs/nuscenes/Fusion_0075_refactor.py 8
# test with 8 GPUs
tools/dist_test.sh projects/configs/nuscenes/Fusion_0075_refactor.py ${CHECKPOINT_FILE} 8 --eval=bbox
我遇到的问题:
本文标签: objectDeepInteractionDetectionInteractionModality
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