116 lines
4.8 KiB
Python
116 lines
4.8 KiB
Python
#!/usr/bin/env python
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# -*- coding: utf-8 -*-
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'''
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########################################################
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## Convert AlphaPose json file to OpenPose json files ##
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########################################################
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Converts AlphaPose single json file to OpenPose frame-by-frame files.
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Usage:
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python -m AlphaPose_to_OpenPose -i input_alphapose_json_file -o output_openpose_json_folder
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OR python -m AlphaPose_to_OpenPose -i input_alphapose_json_file
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OR from Pose2Sim.Utilities import AlphaPose_to_OpenPose; AlphaPose_to_OpenPose.AlphaPose_to_OpenPose_func(r'input_alphapose_json_file', r'output_openpose_json_folder')
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'''
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## INIT
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import json
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import os
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import argparse
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## AUTHORSHIP INFORMATION
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__author__ = "David Pagnon"
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__copyright__ = "Copyright 2023, Pose2Sim"
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__credits__ = ["David Pagnon"]
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__license__ = "BSD 3-Clause License"
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__version__ = '0.6'
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__maintainer__ = "David Pagnon"
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__email__ = "contact@david-pagnon.com"
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__status__ = "Development"
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# FUNCTIONS
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def AlphaPose_to_OpenPose_func(*args):
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'''
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Converts AlphaPose single json file to OpenPose frame-by-frame files.
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Usage:
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python -m AlphaPose_to_OpenPose -i input_alphapose_json_file -o output_openpose_json_folder
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OR python -m AlphaPose_to_OpenPose -i input_alphapose_json_file
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OR from Pose2Sim.Utilities import AlphaPose_to_OpenPose; AlphaPose_to_OpenPose.AlphaPose_to_OpenPose_func(r'input_alphapose_json_file', r'output_openpose_json_folder')
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'''
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try:
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input_alphapose_json_file = os.path.realpath(args[0]['input_alphapose_json_file']) # invoked with argparse
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if args[0]['output_openpose_json_folder'] == None:
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output_openpose_json_folder = os.path.splitext(input_alphapose_json_file)[0]
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else:
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output_openpose_json_folder = os.path.realpath(args[0]['output_openpose_json_folder'])
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except:
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input_alphapose_json_file = os.path.realpath(args[0]) # invoked as a function
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try:
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output_openpose_json_folder = os.path.realpath(args[1])
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except:
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output_openpose_json_folder = os.path.splitext(input_alphapose_json_file)[0]
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if not os.path.exists(output_openpose_json_folder):
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os.mkdir(output_openpose_json_folder)
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# Open AlphaPose json file
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with open(input_alphapose_json_file, 'r') as alpha_json_f:
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alpha_js = json.load(alpha_json_f)
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json_dict = {'version':1.3, 'people':[]}
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coords = []
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frame_next = int(alpha_js[0].get('image_id').split('.')[0])
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for i, a in enumerate(alpha_js):
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frame_prev = int(a.get('image_id').split('.')[0])
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coords = a.get('keypoints')
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if frame_next != frame_prev or i==0:
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# Save openpose json file with all people contained in the previous frame
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if i != 0:
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json_file = os.path.join(output_openpose_json_folder, os.path.splitext(os.path.basename(str(frame_prev-1).zfill(5)))[0]+'.json')
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with open(json_file, 'w') as js_f:
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js_f.write(json.dumps(json_dict))
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# Reset json_dict
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json_dict['people'] = [{'person_id':[-1],
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'pose_keypoints_2d': [],
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'face_keypoints_2d': [],
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'hand_left_keypoints_2d':[],
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'hand_right_keypoints_2d':[],
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'pose_keypoints_3d':[],
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'face_keypoints_3d':[],
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'hand_left_keypoints_3d':[],
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'hand_right_keypoints_3d':[]}]
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else:
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# Add new person to json_dict
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json_dict['people'] += [{'person_id':[-1],
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'pose_keypoints_2d': [],
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'face_keypoints_2d': [],
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'hand_left_keypoints_2d':[],
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'hand_right_keypoints_2d':[],
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'pose_keypoints_3d':[],
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'face_keypoints_3d':[],
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'hand_left_keypoints_3d':[],
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'hand_right_keypoints_3d':[]}]
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# Add coordinates to json_dict
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json_dict['people'][-1]['pose_keypoints_2d'] = coords
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frame_next = int(a.get('image_id').split('.')[0])
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# Save last frame
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json_file = os.path.join(output_openpose_json_folder, os.path.splitext(os.path.basename(str(frame_prev).zfill(5)))[0]+'.json')
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with open(json_file, 'w') as js_f:
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js_f.write(json.dumps(json_dict))
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if __name__ == '__main__':
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parser = argparse.ArgumentParser()
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parser.add_argument('-i', '--input_alphapose_json_file', required = True, help='input AlphaPose single json file')
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parser.add_argument('-o', '--output_openpose_json_folder', required = False, help='output folder for frame-by-frame OpenPose json files')
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args = vars(parser.parse_args())
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AlphaPose_to_OpenPose_func(args) |