- https://hotstar.atlassian.net/browse/RES-2326
- https://hotstar.atlassian.net/browse/RES-2478
- modify dataset config mmsegmentation/configs/base/datasets/cwc_v1.py based on mmsegmentation/mmseg/datasets/custom.py
- modify overall config mmsegmentation/configs/mobilenet_v3/cwc_v1.py
- when to eval, save checkpoint
conda activate mmdet
CONFIG_FILE=configs/mobilenet_v3/cwc_v1.py
bash tools/dist_train.sh ${CONFIG_FILE} 1 --work-dir cwc_test_0run test
- create test_over.txt
ls -1 ~/embedded_ads/frame_over | sed -e 's/\.png$//' > ~/embedded_ads/frame_over/frame_over.txt - split into 1000 line chunks to avoid dataloader error (still don’t know why, always fails around 1.6k).
split -l 1000 frame_over.txt frame_over
conda activate mmdet
CONFIG_FILE=configs/mobilenet_v3/cwc_v1.py
CHECKPOINT_FILE=cwc_test_0/iter_40000.pth
for split in $(ls ~/embedded_ads/frame_over/frame_over_a*); do
python tools/test.py ${CONFIG_FILE} ${CHECKPOINT_FILE} --show-dir cwc_test_over/mask --opacity 1 --gpu-id 0 \
--cfg-options data.test.split=${split} data.test.data_root=/home/ubuntu/embedded_ads data.test.img_dir=frame_over
done