mmdetection version of TinyBenchmark.

git clone https://github.com/ucas-vg/TOV_mmdetection --recursive

conda create -n open-mmlab python=3.7 -y
conda activate open-mmlab
conda install -c pytorch pytorch=1.5.0 cudatoolkit=10.2 torchvision -y  # (recommand)
# install latest pytorch prebuilt with the default prebuilt CUDA version (usually the latest)
# conda install -c pytorch pytorch torchvision -y

# install the latest mmcv
pip install mmcv-full --user
# install mmdetection

cd TOV_mmdetection
pip uninstall pycocotools
pip install -r requirements/build.txt
pip install -v -e . --user  # or "python setup.py develop"

mkdir data
ln -s $Path of TinyPerson$ data/tiny_set
tar -zxvf data/tiny_set/mini_annotations.tar.gz && mv mini_annotations data/tiny_set/

# run experiment, for other config run, see exp/Baseline_TinyPerson.sh
export GPU=4 && LR=02 && CUDA_VISIBLE_DEVICES=0,1,2,3 PORT=10000 tools/dist_train.sh configs2/TinyPerson/base/faster_rcnn_r50_fpn_1x_TinyPerson640.py $GPU \
  --work-dir ../TOV_mmdetection_cache/work_dir/TinyPerson/Base/faster_rcnn_r50_fpn_1x_TinyPerson640/old640x512_lr0${LR}_1x_${GPU}g/ \
  --cfg-options optimizer.lr=0.${LR}