Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image
⭐ our article ⭐
@article{zhang2024distribution,
title={Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image},
author={Zhang, Jiaqing and Lei, Jie and Xie, Weiying and Jiang, Kai and Cao, Mingxiang and Li, Yunsong},
journal={arXiv preprint arXiv:2401.03182},
year={2024}
}
Download the FY4A L1 dataset for FY4A
Download the Himawari dataset for Himawari
├── fydatahimawari
│ ├── Himawari
......
│ │ ├── 202005
│ │ │ ├── 05
│ │ │ │ ├── 05
│ │ │ │ │ ├──NC_H08_20200505_0500_L2CLP010_FLDK.02401_02401.nc
│ │ │ │ │ ├──NC_H08_20200505_0510_L2CLP010_FLDK.02401_02401.nc
│ │ │ │ │ ├──NC_H08_20200505_0520_L2CLP010_FLDK.02401_02401.nc
......
│ ├── FY4A
......
│ │ ├── 20200104
│ │ │ ├── FY4A-_AGRI--_N_REGC_1047E_L1-_FDI-_MULT_NOM_20200104003000_20200104003417_4000M_V0001.HDF
│ │ │ ├── FY4A-_AGRI--_N_REGC_1047E_L1-_FDI-_MULT_NOM_20200104003418_20200104003835_4000M_V0001.HDF
......
python split.py
python tools/train.py --cfg experiments/cityscapes/seg_hrnet_AWCA_PSNL_z_w48_train_100x100_sgd_lr1e-2_wd5e-4_bs_8_epoch100.yaml
python tools/test_production.py
Download the Cloud detection SPARCS dataset
python split_sparcs.py
python tools/train.py --cfg experiments/cityscapes/seg_hrnet_AWCA_PSNL_z_w48_train_200x200_sgd_lr1e-4_wd5e-4_bs_6_epoch100_sparcs.yaml
python tools/test.py --cfg experiments/cityscapes/seg_hrnet_AWCA_PSNL_z_w48_train_200x200_sgd_lr1e-4_wd5e-4_bs_6_epoch100_sparcs.yaml
python tools/test_pic.py --cfg experiments/cityscapes/seg_hrnet_AWCA_PSNL_z_w48_train_200x200_sgd_lr1e-4_wd5e-4_bs_6_epoch100_sparcs.yaml
python tools/test_pic_merge.py