From 7fbbe9ef4495ae8b16ba67d5ee178641bb29b77e Mon Sep 17 00:00:00 2001 From: SKT-Sukatat <82657530+SKT-Sukatat@users.noreply.github.com> Date: Sun, 6 Nov 2022 13:15:53 +0700 Subject: [PATCH] Create DetectStopSign.py --- DetectStopSign.py | 74 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 74 insertions(+) create mode 100644 DetectStopSign.py diff --git a/DetectStopSign.py b/DetectStopSign.py new file mode 100644 index 0000000..a428e72 --- /dev/null +++ b/DetectStopSign.py @@ -0,0 +1,74 @@ +############################### +#### Stop Car at Stop Sign #### +#### --------------------- #### +#### Objective: #### +#### > Drive car forward #### +#### until a sotpsign is #### +#### spotted on the cam #### +############################### + +from picamera.array import PiRGBArray +from picamera import PiCamera +from time import sleep +import cv2 + +from kuukar_motion import drive, stop + + + +# Inializations: # +#Camera fps/size +camera=PiCamera() +camera.resolution=(640,480) +camera.framerate=20 +rawCapture=PiRGBArray(camera,size=(640,480)) +sleep(0.1) +stopsign_cascade=cv2.CascadeClassifier('/home/pi/Desktop/oldRPi/RPi/stopsign_good.xml') + +""" Download Stopsign_good.xml to the RPi : https://github.com/chadrs2/Self-Driving_Car_Project/blob/master/stopsign_good.xml""" + + +# Begin Camera video and driving forward # +camera.start_preview() +camera.start_recording('stopsign_video.h264') +for frame in camera.capture_continuous(rawCapture,format="bgr",use_video_port=True): + # Begin driving at medium speed + drive(30) ### + + # grab raw NumPy array representing image - 3D array + image=frame.array + #convert image to grayscale + gray_img=cv2.cvtColor(image,cv2.COLOR_BGR2GRAY) + # Wait and read key input + key=cv2.waitKey(1) & 0xFF + # Find stopsign in image + print("Before stop sign finding") + found_stopsigns=stopsign_cascade.detectMultiScale(gray_img,1.1,5) + print("Found "+str(len(found_stopsigns))+" stop sign(s)") + if len(found_stopsigns)>0: + for (x,y,w,h) in found_stopsigns: + cv2.rectangle(image,(x,y),(x+w,y+h),(255,255,0),2) + camera.add_overlay(image) + cv2.imwrite("found_stopsign_Jun_25_20.jpg",image) + sign_width=w + sign_height=h + print("width of stop sign:",w,"and height:",h) + if(sign_width>65 or sign_height>65): + print("Turn on brake lights") + print("Decrease motor speed") + print("stop car") + time.sleep(2) #delay for 2 seconds after found the stop sign + stop() + break + #clear the stream in preparation for the next frame + rawCapture.truncate(0) + # if the 'q' key was pressed or a stop sign was found + # break from the loop + if key == ord("q"): #or len(found_stopsigns)>0: + break +# End camera functions +camera.stop_recording() +camera.stop_preview() +cv2.destroyAllWindows() +camera.close() +# End car functions \ No newline at end of file