Expanding Low-Density Latent Regions for Open-Set Object Detection
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OpenDet
Expanding Low-Density Latent Regions for Open-Set Object Detection (CVPR2022)
Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia.
arXiv preprint.
OpenDet2: OpenDet is implemented based on detectron2.
Setup
The code is based on detectron2 v0.5.
Here is a from-scratch setup script.
conda create -n opendet2 python=3.8 -y
conda activate opendet2
conda install pytorch=1.8.1 torchvision cudatoolkit=10.1 -c pytorch -y
pip install detectron2==0.5 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.8/index.html
git clone