<p></p>"""
Grant Permission to the port
sudo chmod 666 /dev/ttyACM0
Change the mode to 5W for using with USB power
sudo nvpmodel -m1
sudo nvpmodel -q
by: Murtaza Hassan
Website: www.murtazahassan.com
Youtube: Murtaza's Workshop - Robotics and AI
"""
import cv2
import numpy as np
import ColorModule as cm
import ContourModule as cnm
import SerialModule as sm
ser = sm.initConnection('/dev/ttyACM0', 9600)
frameWidth = 640
frameHeight= 480
flip = 0
## The camera parameters should be in a single line
camSet='nvarguscamerasrc ! video/x-raw(memory:NVMM), width=3264, height=2464,
format=NV12, framerate=21/1 ! nvvidconv flip-method='+str(flip)+'
! video/x-raw, width='+str(frameWidth)+', height='+str(frameHeight)+',
format=BGRx ! videoconvert ! video/x-raw, format=BGR ! appsink'
cap = cv2.VideoCapture(camSet)
hsvVals = [[38, 77, 0], [70, 219, 255]]
perror = 0
def trackObject(img, conFound, pid, perror):
if len(conFound)!= 0:
x,y,w,h = conFound[0][2]
cx = x+(w//2)
cy = y+(h//2)
hi, wi, ci = img.shape
cv2.line(img, (wi//2,cy),(cx,cy),(255,0,255),2)
### Pid
error = wi//2 - cx
posX = int(pid[0]*error + pid[1]*(error-perror))
posX = int(np.interp(posX,[-w//4,w//4],[-15,15]))
perror = error
#print(posX)
sm.sendData(ser, [40,posX], 4)
else:
sm.sendData(ser, [0,0], 4)
return img, perror
while True:
success, img = cap.read()
mask, imgColor = cm.findColor(img, hsvVals)
imgContours, conFound = cnm.findContours(img, mask, 500, drawCon= False)
h, w, c = imgContours.shape
cv2.line(imgContours,(w//2,0),(w//2,h),(255,0,255),2)
imgContours, perror = trackObject(imgContours, conFound, [1/10,1/8],perror)
cv2.imshow("Image",img)
cv2.imshow("Image Color",imgColor)
cv2.imshow("Image Contours",imgContours)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
<p>
