[CUDA] opencv cannot decode rtsp video stream
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Description
Expected behaviour
opencv-cuda decode rstp video stream success
Actual behaviour
opencv-cuda can decode mp4 video file, but cannot decode rtsp video stream, with the fault is 【Segmentation fault (core dumped)】
Steps to reproduce
I create docker container and compile opencv-cuda:
docker run -it --network host --gpus all -e NVIDIA_DRIVER_CAPABILITIES=compute,utility,video nvidia/cuda:12.0.0-cudnn8-devel-ubuntu20.04 bash
## compile ffmpeg
## compile opencv-python
git clone https://github.com/opencv/opencv.git
cd opencv
git checkout 4.8.0
git clone https://github.com/opencv/opencv_contrib.git
cd opencv_contrib
git checkout 4.8.0
compile result is :
NVIDIA CUDA is YES and contain NVCUVID
main code
1 - decode mp4 video file
import cv2
s = "test2.mp4"
cap = cv2.cudacodec.createVideoReader(s)
frame_id = 0
while 1:
_, img_gpu = cap.nextFrame()
if frame_id == 100:
img_cpu = img_gpu.download()
print(img_cpu.shape)
break
frame_id += 1
the result is
2 - decode rtsp video stream
import cv2
s = "rtsp://128.8.84.224:8554/rtsp/test"
cap = cv2.cudacodec.VideoReader(s)
frame_id = 0
while 1:
_, img_gpu = cap.nextFrame()
if frame_id == 100:
img_cpu = img_gpu.download()
print(img_cpu.shape)
break
frame_id += 1
the result is
error is in 【_, img_gpu = cap.nextFrame()】
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the Docker CUDA 12.0.0 Ubuntu 20.04 setup and the OpenCV 4.8.0 build described in the issue. Compare the Python paths using createVideoReader for MP4 and VideoReader for RTSP, focusing on the cap.nextFrame() call; the issue is done when the RTSP stream decodes without a segmentation fault.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- docker, python
- Domain
- computer-vision
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 32/100