allrun_zurich_Tuncert3.py

'''
2024.5.12: test the scale sensitivity. The range is o.6
2024.5.27: use mix version for threshold testing
'''
import os
os.environ['CUDA_VISIBLE_DEVICES'] = "0"

if __name__=="__main__":
    # city = "Zurich"
    # city = "Vaihingen"
    '''
    citylist = ["Zurich", "Vaihingen"]
    backbone = "effiSAM"
    method = "UTELT"
    for city in citylist:
        tlist = [0.6, 0.7, 0.8, 1.0]
        # tlist = [0, 0.1, 0.2, 0.3, 0.4, 0.5]
        # t=1.0: i.e., totally use
        for t in tlist:
            os.system(f"python all_UTELT.py --city {city}  --mode 1 --id 1 --backbone {backbone} --method {method} --tel_sigma 0.02 "
                      f"--Tuncert {t} --subdir /scale")
    '''

    citylist = ["uavid", ]
    backbone = "effiSAM"
    method = "UTELT"
    ttype = "_mix"
    for city in citylist:
        # tlist = [0.8, 0.9, 1.0] #[0.6, 0.7] # , 0.8, 1.0]
        # tlist = [0, 0.1, 0.2, 0.3, 0.4, 0.5]
        # t=1.0: i.e., totally use
        tlist = [0.3, 0.4, 0.5]
        for t in tlist:
            # os.system(f"python all_{method}{ttype}.py --city {city}  --mode 1 --id 1 --backbone {backbone} --method {method} --tel_sigma 0.02 "
            #       f"--Tuncert {t} --subdir /tulog --suffix {ttype}_bs8 --input_size_train 1024,1024 --input_size_test 1024,1024  "
            #       f"--batch_size 8 --num_workers 4 --iscolor True")
            
            os.system(f"python all_{method}{ttype}.py --city {city}  --mode 1 --id 1 --backbone {backbone} --method {method} --tel_sigma 0.02 "
                  f"--Tuncert {t} --subdir /tu_log2 --suffix {ttype}_bs8 --input_size_train 1024,1024 --input_size_test 1024,1024  "
                  f"--batch_size 8 --num_workers 4 --iscolor True --log_num_classes 2")