# !/usr/bin/env python # -*- coding:utf-8 -*- """ Copyright 2020 Tianshu AI Platform. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ============================================================= """ import json import os from abc import ABC from program.abstract.algorithm import Algorithm import cv2 datasetIdKey = "" class Videosample(Algorithm, ABC): def __init__(self): pass def execute(task): return Videosample.sampleProcess(task) def sampleProcess(taskParameters): """Video sampling method. Args: taskParameters: taskParameters. """ global datasetIdKey path = taskParameters['path'] frameList = taskParameters['frames'] datasetId = taskParameters['datasetId'] task_id = taskParameters['id'] datasetIdJson = {'datasetIdKey': datasetId} datasetIdKey = json.dumps(datasetIdJson, separators=(',', ':')) result = True try: videoName = path.split('/')[-1] save_path = path.split(videoName)[0].replace("video", "origin") is_exists = os.path.exists(save_path) if not is_exists: os.makedirs(save_path) print('path of %s is build' % save_path) else: print('path of %s already exist and start' % save_path) cap = cv2.VideoCapture(path) pic_name_list = [] finish_json = {} for i in frameList: cap.set(cv2.CAP_PROP_POS_FRAMES, i) success, video_capture = cap.read() # 保存图片 if success is True and video_capture is not None: save_name = save_path + videoName.split('.')[0] + '_' + str(i) + '.jpg' cv2.imwrite(save_name, video_capture) pic_name_list.append(save_name) print('image of %s is saved' % save_name) pic_name_list.reverse() finish_json['pictureNames'] = pic_name_list finish_json['datasetIdAndSub'] = datasetId finish_json['id'] = task_id print('video is all read') return finish_json, result except Exception as e: print(e) failed_json = {'datasetIdAndSub': datasetId} result = False return failed_json, result