def test():
led_resources = vpu.get_led_videos()
no_led_resources = vpu.get_no_led_videos()
resultR_led, resultG_led, resultB_led = show_obtained_vs_expected_results(
":::RESULTADOS PARA MUESTRAS OBTENIDAS CON LED:::", led_resources)
resultR_no_led, resultG_no_led, resultB_no_led = show_obtained_vs_expected_results(
":::RESULTADOS PARA MUESTRAS OBTENIDAS SIN LED:::", no_led_resources)
plot_linear_regression("Regresion lineal led", "led", "Esperados",
"Obtenidos",
np.array(resultG_led)[:, 0],
np.array(resultG_led)[:, 1])
plot_linear_regression("Regresion lineal sin led", "no_led", "Esperados",
"Obtenidos",
np.array(resultG_no_led)[:, 0],
np.array(resultG_no_led)[:, 1])
def test():
led_resources = vpu.get_led_videos()
resultR, resultG, resultB = show_rgb_pearson_coefficients(
":::COMPARACION CANALES RGB PARA MUESTRAS OBTENIDAS CON LED:::",
led_resources)
plot_linear_regression("Regresion lineal canal Rojo", "Rojo", "Esperados",
"Obtenidos",
np.array(resultR)[:, 0],
np.array(resultR)[:, 1])
plot_linear_regression("Regresion lineal canal Verde", "Verde",
"Esperados", "Obtenidos",
np.array(resultG)[:, 0],
np.array(resultG)[:, 1])
plot_linear_regression("Regresion lineal canal Azul", "Azul", "Esperados",
"Obtenidos",
np.array(resultB)[:, 0],
np.array(resultB)[:, 1])
from src.utils import video_processing_utils as vpu
from src.utils import plot_utils as pu
from src.utils import fft_calc_utils as fcu
from src.utils.directory_utils import validateDirectories
video_path = '../../res/videos/'
video_format = '.mp4'
validateDirectories()
videos = vpu.get_led_videos()
led_freqs = []
for v in videos:
[r, g, b, f] = vpu.getFilteredRGBVectors(
video_path + v[0] + '-' + v[1] + '-' + v[2] + video_format,
vpu.Location.CENTER, 30, 61)
[R, G, B] = fcu.runFFTWithMethod(fcu.FFTMethod.FFT_ITER_OPT, r, g, b, f)
led_freqs.append([
fcu.getHeartRateFromBandVector(R, f),
fcu.getHeartRateFromBandVector(G, f),
fcu.getHeartRateFromBandVector(B, f)
])
print(led_freqs)
from src.utils import fft_calc_utils as fcu
from src.comparation_methods import get_coefficient_of_determination as r2
from src.utils.directory_utils import validateDirectories
validateDirectories()
def show_results(result):
for data in result:
print(" ", data[0], " | ", " ", data[1], " | ", " ", data[2], " | ", " ", data[3])
print("")
video_path = '../../res/videos/'
resources = vpu.get_led_videos()
locations = [vpu.Location.CENTER, vpu.Location.LEFT, vpu.Location.RIGHT, vpu.Location.LOWER_CENTER,
vpu.Location.LOWER_LEFT, vpu.Location.LOWER_RIGHT, vpu.Location.UPPER_CENTER,
vpu.Location.UPPER_LEFT, vpu.Location.UPPER_RIGHT]
obtained_vs_expected_G_CENTER = []
obtained_vs_expected_G_LEFT = []
obtained_vs_expected_G_RIGHT = []
obtained_vs_expected_G_LOWER_CENTER = []
obtained_vs_expected_G_LOWER_LEFT = []
obtained_vs_expected_G_LOWER_RIGHT = []
obtained_vs_expected_G_UPPER_CENTER = []
obtained_vs_expected_G_UPPER_LEFT = []
obtained_vs_expected_G_UPPER_RIGHT = []
for res in resources: