def blinks_detector(quit_program, blink, blink_det, blinks_num):
def detect_blinks(sample):
smp = sample.channels_data[0]
smp_flted = frt.filterIIR(smp, 0)
#print(smp_flted)
brt.blink_detect(smp_flted, -38000)
# report it the new blink is spotted
if brt.new_blink:
if brt.blinks_num == 1:
# First detected blink is in fact artifact from filter
# settling. Correct blink number by subtracting 1.
# First "blink" successfully detected - device is connected.
connected.set()
print('CONNECTED. Speller starts detecting blinks.')
else:
blink_det.put(brt.blinks_num)
blinks_num.value = brt.blinks_num
blink.value = 1
print('BLINK!')
if quit_program.is_set():
print('Disconnect signal sent...')
board.stop_stream()
if __name__ == '__main__':
# filtering in real time object creation
frt = flt.FltRealTime()
# blink detection in real time object creation
brt = blk.BlinkRealTime()
board = OpenBCIGanglion(mac=mac_adress)
board.start_stream(detect_blinks)
def blinks_detector(
quit_program,
blink_det,
blinks_num,
blink,
):
def detect_blinks(sample):
if SYMULACJA_SYGNALU:
smp_flted = sample
else:
smp = sample.channels_data[0]
smp_flted = frt.filterIIR(smp, 0)
#print(smp_flted)
brt.blink_detect(smp_flted, -38000)
if brt.new_blink:
if brt.blinks_num == 1:
#connected.set()
print('CONNECTED. Speller starts detecting blinks.')
else:
blink_det.put(brt.blinks_num)
blinks_num.value = brt.blinks_num
blink.value = 1
print("sss")
if quit_program.is_set():
if not SYMULACJA_SYGNALU:
print('Disconnect signal sent...')
board.stop_stream()
####################################################
SYMULACJA_SYGNALU = False
####################################################
mac_adress = 'e5:32:b4:53:55:ba'
####################################################
clock = pg.time.Clock()
frt = flt.FltRealTime()
brt = blk.BlinkRealTime()
if SYMULACJA_SYGNALU:
df = pd.read_csv('dane_do_symulacji/data.csv')
for sample in df['signal']:
if quit_program.is_set():
break
detect_blinks(sample)
clock.tick(200)
print('KONIEC SYGNAŁU')
quit_program.set()
else:
board = OpenBCIGanglion(mac=mac_adress)
board.start_stream(detect_blinks)
print("Creating LSL stream for EEG. \nName: OpenBCIEEG\nID: OpenBCItestEEG\n")
info_eeg = StreamInfo('OpenBCIEEG', 'EEG', 4, 250, 'float32', 'OpenBCItestEEG')
print("Creating LSL stream for AUX. \nName: OpenBCIAUX\nID: OpenBCItestEEG\n")
info_aux = StreamInfo('OpenBCIAUX', 'AUX', 3, 250, 'float32', 'OpenBCItestAUX')
outlet_eeg = StreamOutlet(info_eeg)
outlet_aux = StreamOutlet(info_aux)
info = StreamInfo('MyMarkerStream', 'Markers', 1, 0, 'string', 'myuidw43536')
# next make an outlet
outlet = StreamOutlet(info)
markernames = ['Marker', 'Marker', 'Marker', 'Marker', 'Marker', 'Marker']
def lsl_streamers(sample):
outlet_eeg.push_sample(np.array(sample.channels_data) * SCALE_FACTOR_EEG)
outlet.push_sample([random.choice(markernames)])
print(np.array(sample.channels_data) * SCALE_FACTOR_EEG)
# outlet_aux.push_sample(np.array(sample.aux_data)*SCALE_FACTOR_AUX)
board = OpenBCIGanglion(mac='E0:40:DA:FF:A2:F7')
board.start_stream(lsl_streamers)
# myResol = ContinuousResolver()
# print(myResol.results)
from pyOpenBCI import OpenBCIGanglion
def print_raw(sample):
print(sample.channels_data)
#Set (daisy = True) to stream 16 ch
board = OpenBCIGanglion(mac='E0:40:DA:FF:A2:F7')
board.start_stream(print_raw)