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webcam.py
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webcam.py
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import os
import cv2
import threading
import time
try:
from greenlet import getcurrent as get_ident
except ImportError:
try:
from thread import get_ident
except ImportError:
from _thread import get_ident
class CameraEvent(object):
"""An Event-like class that signals all active clients when a new frame is available."""
def __init__(self):
self.events = {}
def wait(self):
"""Invoked from each client"s thread to wait for the next frame."""
ident = get_ident()
if ident not in self.events:
# this is a new client
# add an entry for it in the self.events dict
# each entry has two elements, a threading.Event() and a timestamp
self.events[ident] = [threading.Event(), time.time()]
return self.events[ident][0].wait()
def set(self):
"""Invoked by the camera thread when a new frame is available."""
now = time.time()
remove = None
for ident, event in self.events.items():
if not event[0].isSet():
# if this client"s event is not set, then set it
# also update the last set timestamp to now
event[0].set()
event[1] = now
else:
# if the client's event is already set, it means the client did not process a previous frame
# if the event stays set for more than 5 seconds, then assume the client is gone and remove it
if now - event[1] > 5:
remove = ident
if remove:
del self.events[remove]
def clear(self):
"""Invoked from each client's thread after a frame was processed."""
self.events[get_ident()][0].clear()
class BaseCamera(object):
thread = None # background thread that reads frames from camera
frame = None # current frame is stored here by background thread
last_access = 0 # time of last client access to the camera
event = CameraEvent()
def __init__(self):
"""Start the background camera thread if it isn't running yet."""
if BaseCamera.thread is None:
BaseCamera.last_access = time.time()
# start background frame thread
BaseCamera.thread = threading.Thread(target=self._thread)
BaseCamera.thread.start()
# wait until first frame is available
BaseCamera.event.wait()
def get_frame(self):
"""Return the current camera frame."""
BaseCamera.last_access = time.time()
# wait for a signal from the camera thread
BaseCamera.event.wait()
BaseCamera.event.clear()
return BaseCamera.frame
@staticmethod
def frames():
""""Generator that returns frames from the camera."""
raise RuntimeError("Must be implemented by subclasses.")
@classmethod
def _thread(cls):
"""Camera background thread."""
frames_iterator = cls.frames()
for frame in frames_iterator:
BaseCamera.frame = frame
BaseCamera.event.set() # send signal to clients
time.sleep(0)
# if there hasn't been any clients asking for frames in the last 10 seconds then stop the thread
if time.time() - BaseCamera.last_access > 10:
frames_iterator.close()
break
BaseCamera.thread = None
class WebCam(BaseCamera):
video_source = 0
def __init__(self):
super(WebCam, self).__init__()
@staticmethod
def set_video_source(source):
WebCam.video_source = source
@staticmethod
def frames():
camera = cv2.VideoCapture(WebCam.video_source)
if not camera.isOpened():
raise RuntimeError("Could not start camera.")
while True:
# read current frame
_, img = camera.read()
# encode as a jpeg image and return it
yield cv2.imencode(".jpg", img)[1].tobytes()