PiDetectify/main.py

55 lines
1.5 KiB
Python
Raw Normal View History

2024-10-18 14:22:24 +05:30
import cv2
import requests
import time
# Set up camera
cap = cv2.VideoCapture(0)
# Initialize variables for motion detection
ret, frame1 = cap.read()
ret, frame2 = cap.read()
# URL for ntfy.sh
ntfy_url = "ntfy.sh/K3R3wHq4w9mwcwNd"
def send_notification():
payload = {
'title': 'Motion Detected',
'message': 'Motion detected by Raspberry Pi camera!',
'priority': 'high'
}
try:
response = requests.post(ntfy_url, json=payload)
if response.status_code == 200:
print("Notification sent successfully.")
else:
print("Failed to send notification.")
except Exception as e:
print(f"An error occurred: {e}")
while cap.isOpened():
# Compute difference between two frames
diff = cv2.absdiff(frame1, frame2)
gray = cv2.cvtColor(diff, cv2.COLOR_BGR2GRAY)
blur = cv2.GaussianBlur(gray, (5, 5), 0)
_, thresh = cv2.threshold(blur, 20, 255, cv2.THRESH_BINARY)
dilated = cv2.dilate(thresh, None, iterations=3)
contours, _ = cv2.findContours(dilated, cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)
for contour in contours:
if cv2.contourArea(contour) < 5000:
continue
send_notification()
time.sleep(10) # Wait for 10 seconds before sending another notification
frame1 = frame2
ret, frame2 = cap.read()
# Press 'q' to exit the loop
if cv2.waitKey(10) & 0xFF == ord('q'):
break
cap.release()
cv2.destroyAllWindows()