ACM MMSports'22 Instance Segmentation second challenge

The code for ACM MMSports'22 Instance Segmentation challenge. The details are presented in our technical report.

The code is based on mmdetection and CBNetV2.

setup environments

sh pre.sh

nohup bash tools/dist_train.sh configs/mmsports2022/exp02.py 4 >> /lengyu.yb/logs/mmsports2022/exp07.log 2>&1 &

nohup bash tools/dist_train.sh configs/mmsports2022/exp02_swa.py 4 >> /lengyu.yb/logs/mmsports2022/exp07_swa.log 2>&1 &

Our training logs and config are shown in weights folder

bash tools/dist_test.sh configs/mmsports2022/exp02.py /lengyu.yb/logs/mmsports2022/exp07_swa/swa_model_148_mms.pth 4

python scripts/gen_standard_submission.py

python evaluate.py /lengyu.yb/datasets/segmentation/MMSports22/basketball-instants-dataset/annotations/test.json ./submission/submission.segm json ./

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
__pycache__		__pycache__
cocoapi		cocoapi
configs		configs
demo		demo
docker		docker
docs		docs
figures		figures
mmcv_custom		mmcv_custom
mmdet.egg-info		mmdet.egg-info
mmdet		mmdet
offline_data_aug		offline_data_aug
requirements		requirements
resources		resources
scripts		scripts
submission		submission
tests		tests
tools		tools
weights		weights
.DS_Store		.DS_Store
LICENSE		LICENSE
README.md		README.md
coco_eval.py		coco_eval.py
evaluate.py		evaluate.py
model-index.yml		model-index.yml
model_save.py		model_save.py
model_zoo.md		model_zoo.md
pre.sh		pre.sh
pytest.ini		pytest.ini
requirements.txt		requirements.txt
scores.txt		scores.txt
setup.cfg		setup.cfg
setup.py		setup.py