I am using the OpenCV package with the face_recognition package to detect faces on my laptop webcam.
Whenever I run it, the code runs fine but I run into the same GStreamer error.
from imutils.video import VideoStream
import face_recognition
import pickle
import argparse
import time
import cv2
import imutils
ap = argparse.ArgumentParser()
ap.add_argument("-o", "--output", type=str, help="path to output video")
ap.add_argument("-y", "--display", type=int, default=1,
help="0 to prevent display of frames to screen")
ap.add_argument("-d", "--detection", default="hog",
type=str, help="Detection method (hog/cnn")
args = vars(ap.parse_args())
print("[INFO] loading encodings...")
data = pickle.load(open("encodings.p", "rb"))
print("[INFO] starting video stream...")
vs = VideoStream().start()
writer = None
time.sleep(3)
while True:
frame = vs.read()
rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
rgb = imutils.resize(frame, width=750)
r = frame.shape[1] / float(rgb.shape[1])
boxes = face_recognition.face_locations(rgb, model=args["detection"])
encodings = face_recognition.face_encodings(rgb, boxes)
for encoding, locations in zip(encodings, boxes):
matches = face_recognition.compare_faces(data["encodings"], encoding)
name = "Unknown"
names = {}
if True in matches:
ids = [i for (i, b) in enumerate(matches) if b]
for i in ids:
name = data["names"][i]
names[name] = names.get(name, 0) + 1
name = max(names, key=names.get)
for (top, right, bottom, left) in boxes:
top = int(top * r)
right = int(right * r)
bottom = int(bottom * r)
left = int(left * r)
cv2.rectangle(frame, (left, top), (right, bottom), (255, 0, 0), 3)
y = top - 15 if top - 15 > 15 else top + 15
cv2.putText(frame, name, (left, y),
cv2.FONT_HERSHEY_SIMPLEX, 0.75, (255, 0, 0), 2)
if writer is None and args["output"] is not None:
fourcc = cv2.VideoWriter_fourcc(*"MJPG")
writer = cv2.VideoWriter(
args["output"], fourcc, 20, (frame.shape[1], frame.shape[2]), True)
if writer is not None:
writer.write(frame)
if args["display"] == 1:
cv2.imshow("frame", frame)
key = cv2.waitKey(1)
if key == ord("q"):
break
cv2.destroyAllWindows()
vs.stop()
if writer is not None:
writer.release()
I can't find any problems, yet I always get this error:
[ WARN:0] global /home/azazel/opencv/modules/videoio/src/cap_gstreamer.cpp (935) open OpenCV | GStreamer warning: Cannot query video position: status=0, value=-1, duration=-1
The camera still displays and the facial recog works but what does the error signify and how can I fix it?