runTrain.bat

rem C:
rem only needed to tee log to screen and file
PATH=C:\cygwin\bin;%PATH%

rem vars that may change
rem model name
set MNAME=birds
rem folder name which is used as default project name
set MFOLD=RMRR.birds
rem name of docker container being used to test with
set DNAME=tester

rem change to trainer folder so imports work
cd ../deepstack-trainer/
del /S /Q train-runs\%MFOLD%\%MNAME%

rem run trainer
rem See https://securitycam101.rmrr42.com/2021/12/deepstack-training.html for info about options
del ..\deepstack\*.cache
python3 train.py --name %MNAME% --epochs 600 --exist-ok --dataset-path "../%MFOLD%" 2>&1 | tee %MNAME%.train.log

rem copy best model to MyModels
copy C:\DeepStackWS\deepstack-trainer\train-runs\%MFOLD%\%MNAME%\weights\best.pt C:\DeepStack\MyModels\%MNAME%.pt

rem restart container to pickup new model
docker restart %DNAME%

pause

rem run tests
cd ../deepstack
python3 trainTest.py %MNAME% ../%MFOLD% 2>&1 | tee %MNAME%.trainTest.log

pause