CSI-Sensing

Code for 躺平小分队 in 第一届Wi-Fi感知大赛

Command

usage

 executor.py [-h] [--data_process_cfg DATA_PROCESS_CFG] [--config CONFIG] [--saved_config SAVED_CONFIG] [--mode MODE]

options

  -h, --help            show this help message and exit
  --data_process_cfg DATA_PROCESS_CFG, -dp_cfg DATA_PROCESS_CFG
                        Config to process data
  --config CONFIG, -cfg CONFIG
                        config for run
  --saved_config SAVED_CONFIG, -sc SAVED_CONFIG
                        path for saved config to test
  --mode MODE           train/test/train_and_test

qiuck start

data processing

python executor.py -dp_cfg='./config/data_process_cfg/all_with_label.json'
python executor.py -dp_cfg='./config/data_process_cfg/round_preliminary.json'

python executor.py -cfg='./config/mlp/amplitude_mlp.json' --mode='train'
python executor.py -cfg='./config/mlp/phase_mlp.json' --mode='train'
python executor.py -cfg='./config/mlp/mix_mlp.json' --mode='train'

python executor.py -cfg='./config/tsm/amplitude_tsm.json' --mode='train'
python executor.py -cfg='./config/tsm/amplitude_seq_tsm.json' --mode='train'
python executor.py -cfg='./config/tsm/phase_tsm.json' --mode='train'

python executor.py -cfg='./config/scoring/officea_amp_tsm.json' --mode='train'
python executor.py -cfg='./config/scoring/officeb_amp_tsm.json' --mode='train'
python executor.py -cfg='./config/scoring/family1_amp_tsm.json' --mode='train'
python executor.py -cfg='./config/scoring/family2_amp_tsm.json' --mode='train'