if options.test_type == 'liveness':
new_result_ = "{0}{1}{2}-result_.csv".format(directory, os.sep, version)
shutil.copyfile(result, new_result_)
cmd = "sed -i 's#-1#1#' {}".format(new_result_)
subprocess.call(cmd,shell=True)
if options.data_type == 'base':
replace = '/home/andrew/code/data/tof/base_test_data/vivo-liveness/'
else:
replace = ''
error_name = "{0}{1}{2}-result.xlsx".format(directory, os.sep, version)
servers.get_liveness_server_result(new_result, file_name, label_name,
replace=replace, error_name=error_name)
roc = "{0}{1}{2}-roc.txt".format(directory, os.sep, version)
count.roc(new_result_, label_name, output=roc)
if options.test_type == 'gaze':
fprs = [0.3,0.25,0.2,0.15,0.1,0.05,0.02,0.01,0.001]
roc = "{0}{1}{2}-roc.txt".format(directory, os.sep, version)
count.roc(result, label_name, fprs=fprs, output=roc, )
error_name = "{0}{1}{2}-result.xlsx".format(directory, os.sep, version)
servers.get_gaze_server_result(new_result, file_name, label_name,
error_name=error_name)
roc = "{0}{1}{2}-roc.txt".format(directory, os.sep, version)
fprs = np.arange(0.10, 0, -0.01)
count.roc(new_result_, label_name, output=roc, fprs=fprs)
if options.test_type == 'gaze':
fprs = [0.3, 0.25, 0.2, 0.15, 0.1, 0.05, 0.02, 0.01, 0.001]
roc = "{0}{1}{2}-roc.txt".format(directory, os.sep, version)
count.roc(
result,
label_name,
fprs=fprs,
output=roc,
)
servers.get_gaze_server_result(new_result,
file_name,
label_name,
error_name=error_name,
type_=options.data_type)
if options.test_type == 'verify':
person_name = "{}{}{}".format(tool, os.sep, "output/i_enroll.txt")
print(person_name)
shutil.copyfile(
person_name, "{}{}{}".format(directory, os.sep,
os.path.basename(person_name)))
roc = "{0}{1}{2}-roc.txt".format(directory, os.sep, version)
count.verify_roc(
result,
label_name,
output=roc,
)
parser = argparse.ArgumentParser()
parser.add_argument('labels', action="store", help=u'labels')
parser.add_argument('files', action="store", help=u'测试图片列表文件')
parser.add_argument('scores', action="store", help=u'服务器liveness结果')
parser.add_argument('-s', action="store", dest="score", default=0.3, type=float,
help=u'分数的门限')
parser.add_argument('-o', action="store", dest="output",
default="live_result.xlsx", help=u'结果输出目录')
parser.add_argument('-t', action="store", dest="type",
default="bug", help=u'测试类型')
parser.add_argument('--version', action='version',
version='%(prog)s 1.0 Rongzhong xu 2018 04 18')
options = parser.parse_args()
servers.get_gaze_server_result(options.scores, options.files, options.labels,
error_name=options.output, type_=options.data_type)
#values = []
#for i in range(18):
#values.append(i*0.05+0.1)
#df_score = pd.read_csv(options.scores, header=None, names=['score'])
#df_file = pd.read_csv(options.files, header=None, names=['filename'])
#df_label = pd.read_csv(options.labels, header=None, names=['label'])
#df = pd.concat([df_label, df_score, df_file], axis=1)
#results = []