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python ffmpeg任意提取視頻幀的方法

更新時(shí)間：2020年02月21日 15:50:04 作者：anoyi

這篇文章主要介紹了python ffmpeg任意提取視頻幀的方法，文中通過(guò)示例代碼介紹的非常詳細(xì)，對(duì)大家的學(xué)習(xí)或者工作具有一定的參考學(xué)習(xí)價(jià)值，需要的朋友們下面隨著小編來(lái)一起學(xué)習(xí)學(xué)習(xí)吧

環(huán)境準(zhǔn)備

1、安裝 FFmpeg

音/視頻工具 FFmpeg 簡(jiǎn)易安裝文檔

2、安裝 ffmpeg-python

pip3 install ffmpeg-python

3、【可選】安裝 opencv-python

pip3 install opencv-python

4、【可選】安裝 numpy

pip3 install numpy

視頻幀提取

準(zhǔn)備視頻素材

抖音視頻素材下載：https://anoyi.com/dy/top

基于視頻幀數(shù)提取任意一幀

import ffmpeg
import numpy
import cv2
import sys
import random


def read_frame_as_jpeg(in_file, frame_num):
  """
  指定幀數(shù)讀取任意幀
  """
  out, err = (
    ffmpeg.input(in_file)
       .filter('select', 'gte(n,{})'.format(frame_num))
       .output('pipe:', vframes=1, format='image2', vcodec='mjpeg')
       .run(capture_stdout=True)
  )
  return out


def get_video_info(in_file):
  """
  獲取視頻基本信息
  """
  try:
    probe = ffmpeg.probe(in_file)
    video_stream = next((stream for stream in probe['streams'] if stream['codec_type'] == 'video'), None)
    if video_stream is None:
      print('No video stream found', file=sys.stderr)
      sys.exit(1)
    return video_stream
  except ffmpeg.Error as err:
    print(str(err.stderr, encoding='utf8'))
    sys.exit(1)


if __name__ == '__main__':
  file_path = '/Users/admin/Downloads/拜無(wú)憂.mp4'
  video_info = get_video_info(file_path)
  total_frames = int(video_info['nb_frames'])
  print('總幀數(shù)：' + str(total_frames))
  random_frame = random.randint(1, total_frames)
  print('隨機(jī)幀：' + str(random_frame))
  out = read_frame_as_jpeg(file_path, random_frame)
  image_array = numpy.asarray(bytearray(out), dtype="uint8")
  image = cv2.imdecode(image_array, cv2.IMREAD_COLOR)
  cv2.imshow('frame', image)
  cv2.waitKey()

基于時(shí)間提取任意一幀

import ffmpeg
import numpy
import cv2
import sys
import random


def read_frame_by_time(in_file, time):
  """
  指定時(shí)間節(jié)點(diǎn)讀取任意幀
  """
  out, err = (
    ffmpeg.input(in_file, ss=time)
       .output('pipe:', vframes=1, format='image2', vcodec='mjpeg')
       .run(capture_stdout=True)
  )
  return out


def get_video_info(in_file):
  """
  獲取視頻基本信息
  """
  try:
    probe = ffmpeg.probe(in_file)
    video_stream = next((stream for stream in probe['streams'] if stream['codec_type'] == 'video'), None)
    if video_stream is None:
      print('No video stream found', file=sys.stderr)
      sys.exit(1)
    return video_stream
  except ffmpeg.Error as err:
    print(str(err.stderr, encoding='utf8'))
    sys.exit(1)

if __name__ == '__main__':
  file_path = '/Users/admin/Downloads/拜無(wú)憂.mp4'
  video_info = get_video_info(file_path)
  total_duration = video_info['duration']
  print('總時(shí)間：' + total_duration + 's')
  random_time = random.randint(1, int(float(total_duration)) - 1) + random.random()
  print('隨機(jī)時(shí)間：' + str(random_time) + 's')
  out = read_frame_by_time(file_path, random_time)
  image_array = numpy.asarray(bytearray(out), dtype="uint8")
  image = cv2.imdecode(image_array, cv2.IMREAD_COLOR)
  cv2.imshow('frame', image)
  cv2.waitKey()

以上就是本文的全部?jī)?nèi)容，希望對(duì)大家的學(xué)習(xí)有所幫助，也希望大家多多支持腳本之家。

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