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https://huggingface.co/owleyetracker/Owleye/resolve/main/codes/work.py
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hf download hf://owleyetracker/Owleye/codes/work.py
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curl -L -o work.py https://huggingface.co/owleyetracker/Owleye/resolve/main/codes/work.py
4.31 kB
| from PyQt5.QtCore import pyqtSignal, QObject | |
| from codes.show import Camera | |
| from codes.calibration import Clb | |
| from codes.sampling import Smp | |
| from codes.tune_models_params import Tuning | |
| from codes.eye_track import EyeTrack | |
| from codes.see_data import See | |
| # Change parameters use_io, clb_grd for accuracy and del_files, nep | |
| class Worker(QObject, Camera, Clb, Smp, Tuning, EyeTrack, See): | |
| num = 0 | |
| camera_id = 0 | |
| thb = 0.0 | |
| ss = 0 | |
| mfr = 0.0 | |
| dft = 0.0 | |
| st = 0.0 | |
| cam = False | |
| clb = False | |
| smp = False | |
| acc = False | |
| tbt = False | |
| mdl = False | |
| uio = False | |
| gps = False | |
| gpa = False | |
| sps = False | |
| spa = False | |
| gfx = False | |
| running = True | |
| cam_started = pyqtSignal() | |
| clb_started = pyqtSignal() | |
| smp_started = pyqtSignal() | |
| acc_started = pyqtSignal() | |
| tbt_started = pyqtSignal() | |
| mdl_started = pyqtSignal() | |
| gps_started = pyqtSignal() | |
| gpa_started = pyqtSignal() | |
| sps_started = pyqtSignal() | |
| spa_started = pyqtSignal() | |
| gfx_started = pyqtSignal() | |
| finished = pyqtSignal() | |
| def __init__(self): | |
| super().__init__() | |
| def do_work(self): | |
| if self.cam and self.running: | |
| print("\nCamera") | |
| self.cam_started.emit() | |
| self.features(camera_id=self.camera_id) | |
| if self.clb and self.running: | |
| print("\nCalibration") | |
| self.clb_started.emit() | |
| self.et( | |
| num=self.num, | |
| camera_id=self.camera_id, | |
| info=self.info, | |
| clb_grid=self.clb_grid | |
| ) | |
| if self.smp and self.running: | |
| print("\nSampling") | |
| self.smp_started.emit() | |
| self.sampling( | |
| num=self.num, | |
| camera_id=self.camera_id, | |
| gui=True | |
| ) | |
| if self.acc and self.running: | |
| print("\nTesting") | |
| self.acc_started.emit() | |
| self.accuracy( | |
| num=self.num, | |
| camera_id=self.camera_id, | |
| clb_grid=(5, 7, 20) | |
| ) | |
| if self.tbt and self.running: | |
| print("\nSee user blinking") | |
| self.user_face( | |
| num=self.num, | |
| threshold=self.thb, | |
| save_threshold=True | |
| ) | |
| if self.mdl and self.running: | |
| print("\nTuning params") | |
| self.mdl_started.emit() | |
| self.et_mdl( | |
| subjects=[self.num], | |
| shift_samples=[self.ss], | |
| delete_files=False | |
| ) | |
| if self.gps and self.running: | |
| print("\nGetting pixels") | |
| self.gps_started.emit() | |
| self.get_pixels( | |
| subjects=[self.num], | |
| shift_samples=[self.ss], | |
| use_io=self.uio, | |
| delete_files=False | |
| ) | |
| if self.gpa and self.running: | |
| print("\nGetting test pixels") | |
| self.gpa_started.emit() | |
| self.get_pixels( | |
| subjects=[self.num], | |
| target_fol="acc", | |
| shift_samples=[self.ss], | |
| use_io=True, | |
| delete_files=False | |
| ) | |
| if self.sps and self.running: | |
| print("\nSeeing sampling data") | |
| self.sps_started.emit() | |
| self.pixels_smp(num=self.num, show_in_all_monitors=True) | |
| if self.spa and self.running: | |
| print("\nSeeing testing data") | |
| self.spa_started.emit() | |
| self.pixels_acc( | |
| num=self.num, | |
| show_in_all_monitors=True | |
| ) | |
| if self.gfx and self.running: | |
| print("\nGetting fixations") | |
| self.gfx_started.emit() | |
| self.get_fixations( | |
| subjects=[self.num], | |
| t_discard=self.dft, | |
| x_merge=self.mfr[0], | |
| y_merge=self.mfr[1], | |
| vx_thr=self.st, | |
| vy_thr=self.st | |
| ) | |
| print("\nEye Tracking finished!") | |
| self.finished.emit() | |
| self.running = True | |