Created
August 15, 2017 12:31
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wrapper for https://github.com/ageitgey/face_recognition
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#!/usr/bin/python | |
# wrapper for https://github.com/ageitgey/face_recognition | |
from __future__ import print_function | |
import face_recognition | |
import argparse, ntpath, sys, re, json, csv | |
parser = argparse.ArgumentParser( | |
description='locate faces in pictures', | |
formatter_class=argparse.ArgumentDefaultsHelpFormatter) | |
parser.add_argument('SUBCMD', help='valid subcommands: range, features, encoding') | |
parser.add_argument('image_files', nargs='*') | |
args = parser.parse_args() | |
for fn in args.image_files: | |
pic = face_recognition.load_image_file(fn) | |
if args.SUBCMD == 'range': | |
res = face_recognition.face_locations(pic) | |
print(fn, end='') | |
for c in res: | |
# if c[1] > c[3]: | |
# print("ouch! {} > {}", c[1], c[3]) | |
# if c[0] > c[2]: | |
# print("ouch! {} > {}", c[0], c[2]) | |
left = c[1] if c[1] < c[3] else c[3] | |
width = c[1] + c[3] - left*2 | |
top = c[0] if c[0] < c[2] else c[2] | |
height = c[0] + c[2] - top*2 | |
print(' {0:d} {1:d} {2:d} {3:d}'.format(left, top, width, height), end='') | |
print('') | |
elif args.SUBCMD == 'features': | |
res = face_recognition.face_landmarks(pic) | |
for d in res: | |
d['name'] = fn | |
print(json.dumps(res)) | |
elif args.SUBCMD == 'encoding': | |
res = face_recognition.face_encodings(pic) | |
for d in res: | |
d = d.tolist() | |
d.insert(0, fn) | |
print(','.join(map(str, d))) | |
else: | |
sys.exit('unknown SUBCMD "{}"'.format(args.SUBCMD)) | |
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