findface-security
¶
The findface-security
component serves as a gateway to the FindFace core. It provides interaction between the FindFace Core and the web interface, the system functioning as a whole, HTTP and web socket (along with Django), database update, and webhooks.
The findface-security
component also performs the functions of findface-facerouter
(part of the FindFace Core), setting processing directives for detected faces. It accepts a face bbox and normalized image along with the original image and other data (for example, the detection date and time) from the findface-video-worker
service and redirect them to findface-sf-api
for further processing.
The findface-security
configuration is done through the /etc/ffsecurity/config.py
configuration file.
sudo vi /etc/ffsecurity/config.py MEDIA_ROOT = "/var/lib/ffsecurity/uploads" STATIC_ROOT = "/var/lib/ffsecurity/static" EXTERNAL_ADDRESS = "http://172.20.77.58" DEBUG = False LANGUAGE_CODE = 'en-us' TIME_ZONE = 'UTC' DATABASES = { 'default': { 'ENGINE': 'django.db.backends.postgresql', 'NAME': 'ffsecurity', } } # use pwgen -sncy 50 1|tr "'" "." to generate your own unique key SECRET_KEY = 'c8b533847bbf7142102de1349d33a1f6' FFSECURITY = { 'VIDEO_DETECTOR_TOKEN': '381b0f4a20495227d04185ab02f5085f', 'CONFIDENCE_THRESHOLD': 0.75, 'MINIMUM_DOSSIER_QUALITY': -2, 'IGNORE_UNMATCHED': False, 'EXTRACTION_API': 'http://127.0.0.1:18666/', 'VIDEO_MANAGER_ADDRESS': 'http://127.0.0.1:18810', 'EVENTS_MAX_AGE': 30, 'NTLS_HTTP_URL': 'http://127.0.0.1:3185', 'ROUTER_URL': 'http://172.20.77.58', 'MONITORING_UPDATE_INTERVAL': 60, 'SF_API_ADDRESS': 'http://127.0.0.1:18411', 'EVENTS_FEATURES': ['gender', 'age', 'emotions', 'beard', 'glasses'], 'LIVENESS_THRESHOLD': 0.945, 'BEARD_THRESHOLD': 0.7, } ASGI_THREADS = 16 UVICORN_SETTINGS = { 'workers': 4, 'host': 'localhost', 'port': 8002, } FFSECURITY_UI_CONFIG = { "event": { "features": { "f_gender_class": ["male", "female"], "age": { "f_age_gte": "", "f_age_lte": "" }, "f_emotions_class": ["angry", "disgust", "fear", "happy", "sad", "surprise"], "f_glasses_class": ["none", "eye", "sun"], "f_beard_class": ["none", "beard"], "f_liveness_class": ["real", "fake"], } } } # integration plugins INSTALLED_APPS.append('ffsecurity_genetec') # remove or comment out this line to disable genetec integration
When configuring findface-security
, refer to the following parameters:
Parameter | Description |
---|---|
EXTERNAL_ADDRESS |
External IP address or URL that will be used to access the FindFace Security web interface. |
VIDEO_DETECTOR_TOKEN |
To authorize the video face detection module, come up with a token and specify it here. |
VIDEO_MANAGER_ADDRESS |
IP address of the findface-video-manager host. |
NTLS_HTTP_URL |
IP address of the findface-ntls host. |
ROUTER_URL |
IP address of the findface-security host that will receive detected faces from the
findface-video-worker instance(s). Specify either external or internal IP address, subject to the
network through which findface-video-worker interacts with findface-security . |
SF_API_ADDRESS |
IP address of the findface-sf-api host. |
IGNORE_UNMATCHED |
Disable logging events for faces which have no match in the dossiers (negative verification result). Set true if the system has to process a large number of faces. |
CONFIDENCE_THRESHOLD |
Face similarity threshold for verification |
MINIMUM_DOSSIER_QUALITY |
Minimum quality of a face in a dossier photo. Photos containing faces of worse quality will be rejected
when uploading to a dossier. Upright faces in frontal position are considered the best quality.
They result in values around 0, mostly negative (such as -0.00067401276, for example).
Inverted faces and large face angles are estimated with negative values some -5 and less. By default,
’MINIMUM_DOSSIER_QUALITY’: -2 which is the average quality. |
EVENTS_FEATURES |
If you enabled recognition models in the findface-extraction-api configuration file, list them
here. |
LIVENESS_THRESHOLD |
The liveness detector will estimate a face liveness with a certain level of confidence.
Depending on the confidence threshold, it will return a binary result real or fake . |
BEARD_THRESHOLD |
The presence of a beard on a face is determined with a certain level of confidence.
Depending on the confidence threshold, the system returns a binary result none or beard . |
Warning
The FFSECURITY
section must end with the EVENTS_FEATURES
/ LIVENESS_THRESHOLD
/ BEARD_THRESHOLD
parameters which have to be given in this very order.
...
'SF_API_ADDRESS': 'http://127.0.0.1:18411',
'EVENTS_FEATURES': ['gender', 'age', 'emotions', 'beard', 'glasses'],
'LIVENESS_THRESHOLD': 0.945,
'BEARD_THRESHOLD': 0.7,