Files
CARIA-INTELLIGENCE/server-ia/Camera_Ligne_Detection/franchissement_ligne.py
ccunatbrule 241121a7d1 CARIA.2.0
Precedent repo CARIA :
Ajout de nouveau modele.
Travail sur multiple ia.
...
2024-05-28 15:59:57 +02:00

148 lines
3.9 KiB
Python

import cv2
import numpy as np
import time
ymin=400
ymax=401
xmin1=20
xmax1=120
xmin2=550
xmax2=620
def point(capteur):
s1=len(capteur)-1
s2=len(capteur)-1
for i in range(len(capteur)):
if capteur[i]!=0:
s1=i
break
if s1!=len(capteur)-1:
for i in range(len(capteur)-1, s1-1, -1):
if capteur[i]!=0:
s2=i
break
return int((s1+s2)/2)
return -1
s1_old=0
s2_old=0
s1=0
s2=0
s1_time=0
s2_time=0
th1=75
th2=150
stop=0
k=3
url = "http://192.168.74.194:8081"
cap=cv2.VideoCapture(url)
while True:
if not stop:
ret, frame=cap.read()
if ret is False:
quit()
image=frame.copy()
gray1=cv2.cvtColor(frame[ymin:ymax, xmin1:xmax1], cv2.COLOR_BGR2GRAY)
if k!=1:
gray1=cv2.blur(gray1, (k, k))
capteur1=cv2.Canny(gray1, th1, th2)
gray2=cv2.cvtColor(frame[ymin:ymax, xmin1:xmax1], cv2.COLOR_BGR2GRAY)
if k!=1:
gray2=cv2.blur(gray2, (k, k))
capteur2=cv2.Canny(gray2, th1, th2)
cv2.rectangle(image, (xmin1, ymin), (xmax1, ymax), (0, 0, 255), 1)
cv2.rectangle(image, (xmin2, ymin), (xmax2, ymax), (0, 0, 255), 1)
s1=point(capteur1[0])
if s1!=-1:
cv2.circle(image, (s1+xmin1, ymin), 3, (0, 255, 0), 3)
s1_old=s1
s1_time=time.time()
else:
if time.time()-s1_time<1:
cv2.circle(image, (s1_old+xmin1, ymin), 3, (100, 255, 255), 3)
s1=s1_old
else:
s1=-1
s2=point(capteur2[0])
if s2!=-1:
cv2.circle(image, (s2+xmin2, ymin), 3, (0, 255, 0), 3)
s2_old=s2
s2_time=time.time()
else:
if time.time()-s2_time<1:
cv2.circle(image, (s2_old+xmin2, ymin), 3, (100, 255, 255), 3)
s2=s2_old
else:
s2=-1
if s1!=-1 and s2!=-1:
s2_=abs(xmax2-xmin2-s2)
if abs(s2_-s1)>20:
c=(0, max(0, 255-10*int(abs(s1-s2_)/2)), min(255, 10*int(abs(s1-s2_)/2)))
cv2.circle(image, (int((xmax2-xmin1)/2)+xmin1, ymax-25), 5, c, 7)
cv2.arrowedLine(image, (int((xmax2-xmin1)/2)+xmin1, ymax-25), (int((xmax2-xmin1)/2)+xmin1+2*int((s1-s2_)/2), ymax-25), c, 3, tipLength=0.4)
else:
cv2.putText(image, "OK", (int((xmax2-xmin1)/2)+xmin1-15, ymax-16), cv2.FONT_HERSHEY_COMPLEX_SMALL, 1, (0, 255, 0), 1)
cv2.putText(image, "[u|j]th1: {:d} [i|k]th2: {:d} [y|h]blur: {:d}".format(th1, th2, k), (10, 40), cv2.FONT_HERSHEY_COMPLEX_SMALL, 1, (0, 255, 255), 1)
cv2.putText(image, "[a]>> [s]stop [q]quit", (10, 70), cv2.FONT_HERSHEY_COMPLEX_SMALL, 1, (0, 255, 255), 1)
cv2.imshow("image", image)
gray=cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
if k!=1:
gray=cv2.blur(gray, (k, k))
cv2.imshow("blur", gray)
gray_canny=cv2.Canny(gray, th1, th2)
cv2.imshow("canny", gray_canny)
if not stop:
key=cv2.waitKey(20)&0xFF
else:
key=cv2.waitKey()
image=frame.copy()
if key==ord('q'):
break
if key==ord('m'):
ymin+=1
ymax+=1
if key==ord('p'):
ymin-=1
ymax-=1
if key==ord('o'):
xmin1+=1
xmax1+=1
xmin2+=1
xmax2+=1
if key==ord('l'):
xmin1-=1
xmax1-=1
xmin2-=1
xmax2-=1
if key==ord('y'):
k=min(255, k+2)
if key==ord('h'):
k=max(1, k-2)
if key==ord('u'):
th1=min(255, th1+1)
if key==ord('j'):
th1=max(0, th1-1)
if key==ord('i'):
th2=min(255, th2+1)
if key==ord('k'):
th2=max(0, th2-1)
if key==ord('s'):
stop=not stop
if key==ord('a'):
for cpt in range(200):
ret, frame=cap.read()
image=frame.copy()
cap.release()
cv2.destroyAllWindows()