How To Output X265 Compressed Video With Cv2.videowriter

I'm doing some rendering on a 45-min 1.2GB video 80,0000 frames of size 1344x756 each and the video is in the mp4 format, I'm trying to output a video with x265 compression the pro

Solution 1:

As far as I know, OpenCV VideoWriter has no support for HEVC encoding (yet).

I recommend you using FFmpeg as sub-process, and PIPE the rendered frames to stdin input stream of ffmpeg.

You may use Python binding for ffmpeg like ffmpeg-python, or execute ffmpeg using Python subprocess.

Using ffmpeg, you have much more control over video encoding parameters compared to cv2.VideoWriter (cv2.VideoWriter is designed for simplicity on expanse of flexibility).

Here is a sample code that renders 50 frames, stream frames to ffmpeg that encodes MP4 video file with HEVC video codec:

import cv2
import numpy as np
import subprocess as sp
import shlex

width, height, n_frames, fps = 1344, 756, 50, 25# 50 frames, resolution 1344x756, and 25 fps

output_filename = 'output.mp4'# Open ffmpeg application as sub-process# FFmpeg input PIPE: RAW images in BGR color format# FFmpeg output MP4 file encoded with HEVC codec.# Arguments list:# -y                   Overwrite output file without asking# -s {width}x{height}  Input resolution width x height (1344x756)# -pixel_format bgr24  Input frame color format is BGR with 8 bits per color component# -f rawvideo          Input format: raw video# -r {fps}             Frame rate: fps (25fps)# -i pipe:             ffmpeg input is a PIPE# -vcodec libx265      Video codec: H.265 (HEVC)# -pix_fmt yuv420p     Output video color space YUV420 (saving space compared to YUV444)# -crf 24              Constant quality encoding (lower value for higher quality and larger output file).# {output_filename}    Output file name: output_filename (output.mp4)
process = sp.Popen(shlex.split(f'ffmpeg -y -s {width}x{height} -pixel_format bgr24 -f rawvideo -r {fps} -i pipe: -vcodec libx265 -pix_fmt yuv420p -crf 24 {output_filename}'), stdin=sp.PIPE)

# Build synthetic video frames and write them to ffmpeg input stream.for i inrange(n_frames):
    # Build synthetic image for testing ("render" a video frame).
    img = np.full((height, width, 3), 60, np.uint8)
    cv2.putText(img, str(i+1), (width//2-100*len(str(i+1)), height//2+100), cv2.FONT_HERSHEY_DUPLEX, 10, (255, 30, 30), 20)  # Blue number# Write raw video frame to input stream of ffmpeg sub-process.
    process.stdin.write(img.tobytes())

# Close and flush stdin
process.stdin.close()

# Wait for sub-process to finish
process.wait()

# Terminate the sub-process
process.terminate()

Notes:

• ffmpeg executable must be in the execution path of the Python script.

• For Linux, in case ffmpeg is not in the execution path, you may use the full path:

   process = sp.Popen(shlex.split(f'/usr/bin/ffmpeg -y -s {width}x{height} -pixel_format bgr24 -f rawvideo -r {fps} -i pipe: -vcodec libx265 -pix_fmt yuv420p -crf 24 {output_filename}'), stdin=sp.PIPE)
  

  (Assuming ffmpeg executable is in /usr/bin/).

• Python 3's f-Strings syntax requires Python version 3.6 or above.