使用OpenCV VideoWriter和Python BytesIO在内存中流式传输视频 [英] Streaming video in memory with OpenCV VideoWriter and Python BytesIO
问题描述
我想知道是否可以使用Python中的OpenCV VideoWriter
类'流'数据?
I was wondering if it is possible to 'stream' data using the OpenCV VideoWriter
class in Python?
通常用于处理内存中的数据,否则我会使用BytesIO(或StringIO)。
Normally for handling data in memory that would otherwise go to disk I use BytesIO (or StringIO).
我尝试使用BytesIO的尝试失败了:
My attempt to use BytesIO fails though:
import cv2
from io import BytesIO
stream = cv2.VideoCapture(0)
fourcc = cv2.VideoWriter_fourcc('x264')
data = BytesIO()
# added these to try to make data appear more like a string
data.name = 'stream.{}'.format('av1')
data.__str__ = lambda x: x.name
try:
video = cv2.VideoWriter(data, fourcc=fourcc, fps=30., frameSize=(640, 480))
start = data.tell()
# Check if camera opened successfully
if (stream.isOpened() == False):
print("Unable to read camera feed", file=sys.stderr)
exit(1)
# record loop
while True:
_, frame = stream.read()
video.write(frame)
data.seek(start)
# do stuff with frame bytes
# ...
data.seek(start)
finally:
try:
video.release()
except:
pass
finally:
stream.release()
但是,而不是编写 BytesIO
对象时,我得到以下消息:
However instead of writing the BytesIO
object I end up with the following message:
Traceback (most recent call last):
File "video_server.py", line 54, in talk_to_client
video = cv2.VideoWriter(data, fourcc=fourcc, fps=fps, frameSize=(width, height))
TypeError: Required argument 'apiPreference' (pos 2) not found
...所以当我将VideoWriter调用修改为 cv2.VideoWriter(data,apiPreference = 0,fourcc = fourcc,fps = 30。,frameSize =(640,480))
(我读到0表示自动,但是我还尝试了 cv2.CAP_FFMPEG
),却收到以下错误:
... So when I modify the VideoWriter call to be cv2.VideoWriter(data, apiPreference=0, fourcc=fourcc, fps=30., frameSize=(640, 480))
(I read that 0 means auto, but I also tried cv2.CAP_FFMPEG
), I instead get the following error:
Traceback (most recent call last):
File "video_server.py", line 54, in talk_to_client
video = cv2.VideoWriter(data, apiPreference=0, fourcc=fourcc, fps=fps, frameSize=(width, height))
TypeError: bad argument type for built-in operation
所以我的问题是,是否可以使用内存中的 cv2.VideoWriter
类编写编码的视频,如果可以的话,怎么做?
So my question is, is it possible to write encoded video using the cv2.VideoWriter
class in memory and if so how is it done?
在这一点上,我还是个新主意,因此,任何帮助都是最欢迎的:-)
At this point I'm fresh out of ideas, so any help would be most welcome :-)
推荐答案
不幸的是,OpenCV不支持对内存的编码(或从中解码)。您必须写入(或读取)磁盘以使VideoWriter(或VideoCapture)正常工作。
Unfortunately, OpenCV doesn't support encoding to (or decoding from) memory. You must write to (or read from) disk for VideoWriter (or VideoCapture) to work.
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