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open source pkg v1

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This commit is contained in:
Vijay Yadev
2020-08-04 19:12:31 -04:00
parent bef213dba9
commit c389fc2c47
3708 changed files with 1624220 additions and 1 deletions
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29
dbm_lib/config/config_derive_feature.py Normal file
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"""
file_name: config_derive_feature
project_name: DBM
created: 2020-20-07
"""
import yaml
from dbm_lib import DBMLIB_DERIVE_FEATURE_CONFIG
class ConfigDeriveReader(object):
"""Summary
Read sevice end ponit
"""
def __init__(self,
feature_config_yml=None):
"""Summary
Args:
feature_config_yml (None, optional): yml file defined service configuration
"""
if feature_config_yml is None:
feature_config = DBMLIB_DERIVE_FEATURE_CONFIG
else:
feature_config = feature_config_yml
with open(feature_config, 'r') as ymlfile:
config = yaml.load(ymlfile)
self.base_derive = config

225
dbm_lib/config/config_raw_feature.py Normal file
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"""
file_name: config_raw_feature
project_name: DBM
created: 2020-20-07
"""
import yaml
from dbm_lib import DBMLIB_FEATURE_CONFIG
class ConfigRawReader(object):
"""Summary
Read sevice end ponit
"""
def __init__(self,
feature_config_yml=None):
"""Summary
Args:
feature_config_yml (None, optional): yml file defined service configuration
"""
if feature_config_yml is None:
feature_config = DBMLIB_FEATURE_CONFIG
else:
feature_config = feature_config_yml
with open(feature_config, 'r') as ymlfile:
config = yaml.load(ymlfile)
#Verbal features
self.base_raw = config
self.err_reason = config['raw_feature']['error_reason']
#Output range
self.mov_headvel_start = config['raw_feature']['mov_headvel_start']
self.mov_headvel_end = config['raw_feature']['mov_headvel_end']
#Acoustic variable
self.aco_int = config['raw_feature']['aco_int']
self.aco_ff = config['raw_feature']['aco_ff']
self.aco_voiceLabel = config['raw_feature']['aco_voiceLabel']
self.aco_hnr = config['raw_feature']['aco_hnr']
self.aco_gne = config['raw_feature']['aco_gne']
self.aco_fm1 = config['raw_feature']['aco_fm1']
self.aco_fm2 = config['raw_feature']['aco_fm2']
self.aco_fm3 = config['raw_feature']['aco_fm3']
self.aco_fm4 = config['raw_feature']['aco_fm4']
self.aco_jitter = config['raw_feature']['aco_jitter']
self.aco_shimmer = config['raw_feature']['aco_shimmer']
self.aco_mfcc1 = config['raw_feature']['aco_mfcc1']
self.aco_mfcc2 = config['raw_feature']['aco_mfcc2']
self.aco_mfcc3 = config['raw_feature']['aco_mfcc3']
self.aco_mfcc4 = config['raw_feature']['aco_mfcc4']
self.aco_mfcc5 = config['raw_feature']['aco_mfcc5']
self.aco_mfcc6 = config['raw_feature']['aco_mfcc6']
self.aco_mfcc7 = config['raw_feature']['aco_mfcc7']
self.aco_mfcc8 = config['raw_feature']['aco_mfcc8']
self.aco_mfcc9 = config['raw_feature']['aco_mfcc9']
self.aco_mfcc10 = config['raw_feature']['aco_mfcc10']
self.aco_mfcc11 = config['raw_feature']['aco_mfcc11']
self.aco_mfcc12 = config['raw_feature']['aco_mfcc12']
self.aco_voiceFrame = config['raw_feature']['aco_voiceFrame']
self.aco_totVoiceFrame = config['raw_feature']['aco_totVoiceFrame']
self.aco_voicePct = config['raw_feature']['aco_voicePct']
self.aco_pausetime = config['raw_feature']['aco_pausetime']
self.aco_totaltime = config['raw_feature']['aco_totaltime']
self.aco_speakingtime = config['raw_feature']['aco_speakingtime']
self.aco_numpauses = config['raw_feature']['aco_numpauses']
self.aco_pausefrac = config['raw_feature']['aco_pausefrac']
#Facial Action Unit (for consistency)
self.fac_AU01int = config['raw_feature']['fac_AU01int']
self.fac_AU02int = config['raw_feature']['fac_AU02int']
self.fac_AU04int = config['raw_feature']['fac_AU04int']
self.fac_AU05int = config['raw_feature']['fac_AU05int']
self.fac_AU06int = config['raw_feature']['fac_AU06int']
self.fac_AU07int = config['raw_feature']['fac_AU07int']
self.fac_AU09int = config['raw_feature']['fac_AU09int']
self.fac_AU10int = config['raw_feature']['fac_AU10int']
self.fac_AU12int = config['raw_feature']['fac_AU12int']
self.fac_AU14int = config['raw_feature']['fac_AU14int']
self.fac_AU15int = config['raw_feature']['fac_AU15int']
self.fac_AU17int = config['raw_feature']['fac_AU17int']
self.fac_AU20int = config['raw_feature']['fac_AU20int']
self.fac_AU23int = config['raw_feature']['fac_AU23int']
self.fac_AU25int = config['raw_feature']['fac_AU25int']
self.fac_AU26int = config['raw_feature']['fac_AU26int']
self.fac_AU45int = config['raw_feature']['fac_AU45int']
self.fac_AU01pres = config['raw_feature']['fac_AU01pres']
self.fac_AU02pres = config['raw_feature']['fac_AU02pres']
self.fac_AU04pres = config['raw_feature']['fac_AU04pres']
self.fac_AU05pres = config['raw_feature']['fac_AU05pres']
self.fac_AU06pres = config['raw_feature']['fac_AU06pres']
self.fac_AU07pres = config['raw_feature']['fac_AU07pres']
self.fac_AU09pres = config['raw_feature']['fac_AU09pres']
self.fac_AU10pres = config['raw_feature']['fac_AU10pres']
self.fac_AU12pres = config['raw_feature']['fac_AU12pres']
self.fac_AU14pres = config['raw_feature']['fac_AU14pres']
self.fac_AU15pres = config['raw_feature']['fac_AU15pres']
self.fac_AU17pres = config['raw_feature']['fac_AU17pres']
self.fac_AU20pres = config['raw_feature']['fac_AU20pres']
self.fac_AU23pres = config['raw_feature']['fac_AU23pres']
self.fac_AU25pres = config['raw_feature']['fac_AU25pres']
self.fac_AU26pres = config['raw_feature']['fac_AU26pres']
self.fac_AU28pres = config['raw_feature']['fac_AU28pres']
self.fac_AU45pres = config['raw_feature']['fac_AU45pres']
#Facial Landmarks (for consistency)
self.fac_LMK00disp = config['raw_feature']['fac_LMK00disp']
self.fac_LMK01disp = config['raw_feature']['fac_LMK01disp']
self.fac_LMK02disp = config['raw_feature']['fac_LMK02disp']
self.fac_LMK03disp = config['raw_feature']['fac_LMK03disp']
self.fac_LMK04disp = config['raw_feature']['fac_LMK04disp']
self.fac_LMK05disp = config['raw_feature']['fac_LMK05disp']
self.fac_LMK06disp = config['raw_feature']['fac_LMK06disp']
self.fac_LMK07disp = config['raw_feature']['fac_LMK07disp']
self.fac_LMK08disp = config['raw_feature']['fac_LMK08disp']
self.fac_LMK09disp = config['raw_feature']['fac_LMK09disp']
self.fac_LMK10disp = config['raw_feature']['fac_LMK10disp']
self.fac_LMK11disp = config['raw_feature']['fac_LMK11disp']
self.fac_LMK12disp = config['raw_feature']['fac_LMK12disp']
self.fac_LMK13disp = config['raw_feature']['fac_LMK13disp']
self.fac_LMK14disp = config['raw_feature']['fac_LMK14disp']
self.fac_LMK15disp = config['raw_feature']['fac_LMK15disp']
self.fac_LMK16disp = config['raw_feature']['fac_LMK16disp']
self.fac_LMK17disp = config['raw_feature']['fac_LMK17disp']
self.fac_LMK18disp = config['raw_feature']['fac_LMK18disp']
self.fac_LMK19disp = config['raw_feature']['fac_LMK19disp']
self.fac_LMK20disp = config['raw_feature']['fac_LMK20disp']
self.fac_LMK21disp = config['raw_feature']['fac_LMK21disp']
self.fac_LMK22disp = config['raw_feature']['fac_LMK22disp']
self.fac_LMK23disp = config['raw_feature']['fac_LMK23disp']
self.fac_LMK24disp = config['raw_feature']['fac_LMK24disp']
self.fac_LMK25disp = config['raw_feature']['fac_LMK25disp']
self.fac_LMK26disp = config['raw_feature']['fac_LMK26disp']
self.fac_LMK27disp = config['raw_feature']['fac_LMK27disp']
self.fac_LMK28disp = config['raw_feature']['fac_LMK28disp']
self.fac_LMK29disp = config['raw_feature']['fac_LMK29disp']
self.fac_LMK30disp = config['raw_feature']['fac_LMK30disp']
self.fac_LMK31disp = config['raw_feature']['fac_LMK31disp']
self.fac_LMK32disp = config['raw_feature']['fac_LMK32disp']
self.fac_LMK33disp = config['raw_feature']['fac_LMK33disp']
self.fac_LMK34disp = config['raw_feature']['fac_LMK34disp']
self.fac_LMK35disp = config['raw_feature']['fac_LMK35disp']
self.fac_LMK36disp = config['raw_feature']['fac_LMK36disp']
self.fac_LMK37disp = config['raw_feature']['fac_LMK37disp']
self.fac_LMK38disp = config['raw_feature']['fac_LMK38disp']
self.fac_LMK39disp = config['raw_feature']['fac_LMK39disp']
self.fac_LMK40disp = config['raw_feature']['fac_LMK40disp']
self.fac_LMK41disp = config['raw_feature']['fac_LMK41disp']
self.fac_LMK42disp = config['raw_feature']['fac_LMK42disp']
self.fac_LMK43disp = config['raw_feature']['fac_LMK43disp']
self.fac_LMK44disp = config['raw_feature']['fac_LMK44disp']
self.fac_LMK45disp = config['raw_feature']['fac_LMK45disp']
self.fac_LMK46disp = config['raw_feature']['fac_LMK46disp']
self.fac_LMK47disp = config['raw_feature']['fac_LMK47disp']
self.fac_LMK48disp = config['raw_feature']['fac_LMK48disp']
self.fac_LMK49disp = config['raw_feature']['fac_LMK49disp']
self.fac_LMK50disp = config['raw_feature']['fac_LMK50disp']
self.fac_LMK51disp = config['raw_feature']['fac_LMK51disp']
self.fac_LMK52disp = config['raw_feature']['fac_LMK52disp']
self.fac_LMK53disp = config['raw_feature']['fac_LMK53disp']
self.fac_LMK54disp = config['raw_feature']['fac_LMK54disp']
self.fac_LMK55disp = config['raw_feature']['fac_LMK55disp']
self.fac_LMK56disp = config['raw_feature']['fac_LMK56disp']
self.fac_LMK57disp = config['raw_feature']['fac_LMK57disp']
self.fac_LMK58disp = config['raw_feature']['fac_LMK58disp']
self.fac_LMK59disp = config['raw_feature']['fac_LMK59disp']
self.fac_LMK60disp = config['raw_feature']['fac_LMK60disp']
self.fac_LMK61disp = config['raw_feature']['fac_LMK61disp']
self.fac_LMK62disp = config['raw_feature']['fac_LMK62disp']
self.fac_LMK63disp = config['raw_feature']['fac_LMK63disp']
self.fac_LMK64disp = config['raw_feature']['fac_LMK64disp']
self.fac_LMK65disp = config['raw_feature']['fac_LMK65disp']
self.fac_LMK66disp = config['raw_feature']['fac_LMK66disp']
self.fac_LMK67disp = config['raw_feature']['fac_LMK67disp']
#Facial features
self.hap_exp = config['raw_feature']['hap_exp']
self.sad_exp = config['raw_feature']['sad_exp']
self.sur_exp = config['raw_feature']['sur_exp']
self.fea_exp = config['raw_feature']['fea_exp']
self.ang_exp = config['raw_feature']['ang_exp']
self.dis_exp = config['raw_feature']['dis_exp']
self.con_exp = config['raw_feature']['con_exp']
self.happ_occ = config['raw_feature']['happ_occ']
self.sad_occ = config['raw_feature']['sad_occ']
self.sur_occ = config['raw_feature']['sur_occ']
self.fea_occ = config['raw_feature']['fea_occ']
self.ang_occ = config['raw_feature']['ang_occ']
self.dis_occ = config['raw_feature']['dis_occ']
self.con_occ = config['raw_feature']['con_occ']
self.pos_exp = config['raw_feature']['pos_exp']
self.neg_exp = config['raw_feature']['neg_exp']
self.neu_exp = config['raw_feature']['neu_exp']
self.cai_exp = config['raw_feature']['cai_exp']
self.com_exp = config['raw_feature']['com_exp']
self.hap_exp_full = config['raw_feature']['hap_exp_full']
self.sad_exp_full = config['raw_feature']['sad_exp_full']
self.sur_exp_full = config['raw_feature']['sur_exp_full']
self.fea_exp_full = config['raw_feature']['fea_exp_full']
self.ang_exp_full = config['raw_feature']['ang_exp_full']
self.dis_exp_full = config['raw_feature']['dis_exp_full']
self.con_exp_full = config['raw_feature']['con_exp_full']
self.pos_exp_full = config['raw_feature']['pos_exp_full']
self.neg_exp_full = config['raw_feature']['neg_exp_full']
self.neu_exp_full = config['raw_feature']['neu_exp_full']
self.cai_exp_full = config['raw_feature']['cai_exp_full']
self.com_exp_full = config['raw_feature']['com_exp_full']
self.fac_AsymMaskMouth = config['raw_feature']['fac_AsymMaskMouth']
self.fac_AsymMaskEye = config['raw_feature']['fac_AsymMaskEye']
self.fac_AsymMaskEyebrow = config['raw_feature']['fac_AsymMaskEyebrow']
self.fac_AsymMaskCom = config['raw_feature']['fac_AsymMaskCom']
#Movement features
self.head_vel = config['raw_feature']['head_vel']
self.mov_blink_ear = config['raw_feature']['mov_blink_ear']
self.vid_dur = config['raw_feature']['vid_dur']
self.fps = config['raw_feature']['fps']
self.mov_blinkframes = config['raw_feature']['mov_blinkframes']
self.mov_blinkdur = config['raw_feature']['mov_blinkdur']
self.mov_Hpose_Pitch = config['raw_feature']['mov_Hpose_Pitch']
self.mov_Hpose_Yaw = config['raw_feature']['mov_Hpose_Yaw']
self.mov_Hpose_Roll = config['raw_feature']['mov_Hpose_Roll']
self.mov_Hpose_Dist = config['raw_feature']['mov_Hpose_Dist']

67
dbm_lib/config/config_reader.py Normal file
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"""
file_name: config_reader
project_name: DBM
created: 2020-20-07
"""
import yaml
from dbm_lib import DBMLIB_SERVICE_CONFIG
class ConfigReader(object):
"""Summary
Read sevice end ponit
"""
def __init__(self,
service_config_yml=None):
"""Summary
Args:
service_config_yml (None, optional): yml file defined service configuration
"""
if service_config_yml is None:
service_config = DBMLIB_SERVICE_CONFIG
else:
service_config = service_config_yml
with open(service_config, 'r') as ymlfile:
config = yaml.load(ymlfile)
self.input_dir = config['cdx_configuration']['input_dir']
self.output_dir = config['cdx_configuration']['output_dir']
self.out_derived_dir = config['cdx_configuration']['out_derived_dir']
self.of_path = config['cdx_configuration']['open_face_path']
self.facial_landmarks = config['cdx_configuration']['facial_landmarks']
self.feature_group = config['cdx_configuration']['feature_group']
def get_open_face_path(self):
"""Summary
Returns:
TYPE: end point
"""
return self.of_path
def get_input_dir(self):
"""Summary
Returns:
TYPE: end point
"""
return self.input_dir
def get_output_dir(self):
"""Summary
Returns:
TYPE: end point
"""
return self.output_dir
def get_out_derived_dir(self):
"""Summary
Returns:
TYPE: end point
"""
return self.out_derived_dir
def get_fac_landmark_path(self):
"""Summary
Returns:
TYPE: end point
"""
return self.facial_landmarks