git clone https://github.com/MAILAB-Yonsei/capsule_endoscopy_detection.git
chmod -R 777 capsule_endoscopy_detection
cd capsule_endoscopy_detection

conda create -n all_except_cbnet python=3.8
conda activate all_except_cbnet
pytorch 설치 (ex. conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch)
pip install openmim
mim install mmdet
pip install -r requirements_all_except_cbnet.txt
conda deactivate

conda create -n cbnet python=3.8
conda activate cbnet
pytorch 설치 (ex. conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch)
pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cu_version}/{torch_version}/index.html
     (ex. pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu113/torch1.10.0/index.html)
cd UniverseNet
pip install -r requirements/build.txt
pip install -v -e .  # or "python setup.py develop"
pip install instaboostfast
pip install git+https://github.com/cocodataset/panopticapi.git
pip install git+https://github.com/lvis-dataset/lvis-api.git
pip install albumentations>=0.3.2 --no-binary imgaug,albumentations
pip install pandas
pip install tqdm
pip install shapely
conda deactivate
cd ..

cd all_steps
gedit data_path.txt

conda activate all_except_cbnet
bash STEP1_data_preparation.sh

conda activate all_except_cbnet
bash STEP2_train_model1_atss_swin-l_ms.sh
bash STEP2_train_model2_detectors_cascade_rcnn_r50_ms.sh
bash STEP2_train_model3_faster_rcnn_swin-l_ms.sh
bash STEP2_train_model4_retinanet_swin-l.sh
bash STEP2_train_model5_retinanet_swin-l_ms.sh
bash STEP2_train_model6_retinanet_swin-t_ms.sh
bash STEP2_train_model7_yolor.sh
bash STEP2_train_model8_yolo5x.sh

conda activate cbnet
bash STEP2_train_model9_cbnet_faster_rcnn_swin-l_ms.sh

conda activate all_except_cbnet
bash STEP3_inference_all_except_cbnet.sh

conda activate cbnet
bash STEP3_inference_cbnet.sh

conda activate all_except_cbnet
bash STEP4_ensemble.sh