100 lines
2.6 KiB
Python
100 lines
2.6 KiB
Python
"""Support for the demo image processing."""
|
|
from homeassistant.components.image_processing import (
|
|
ATTR_AGE,
|
|
ATTR_CONFIDENCE,
|
|
ATTR_GENDER,
|
|
ATTR_NAME,
|
|
ImageProcessingFaceEntity,
|
|
)
|
|
from homeassistant.components.openalpr_local.image_processing import (
|
|
ImageProcessingAlprEntity,
|
|
)
|
|
|
|
|
|
def setup_platform(hass, config, add_entities, discovery_info=None):
|
|
"""Set up the demo image processing platform."""
|
|
add_entities(
|
|
[
|
|
DemoImageProcessingAlpr("camera.demo_camera", "Demo Alpr"),
|
|
DemoImageProcessingFace("camera.demo_camera", "Demo Face"),
|
|
]
|
|
)
|
|
|
|
|
|
class DemoImageProcessingAlpr(ImageProcessingAlprEntity):
|
|
"""Demo ALPR image processing entity."""
|
|
|
|
def __init__(self, camera_entity, name):
|
|
"""Initialize demo ALPR image processing entity."""
|
|
super().__init__()
|
|
|
|
self._name = name
|
|
self._camera = camera_entity
|
|
|
|
@property
|
|
def camera_entity(self):
|
|
"""Return camera entity id from process pictures."""
|
|
return self._camera
|
|
|
|
@property
|
|
def confidence(self):
|
|
"""Return minimum confidence for send events."""
|
|
return 80
|
|
|
|
@property
|
|
def name(self):
|
|
"""Return the name of the entity."""
|
|
return self._name
|
|
|
|
def process_image(self, image):
|
|
"""Process image."""
|
|
demo_data = {
|
|
"AC3829": 98.3,
|
|
"BE392034": 95.5,
|
|
"CD02394": 93.4,
|
|
"DF923043": 90.8,
|
|
}
|
|
|
|
self.process_plates(demo_data, 1)
|
|
|
|
|
|
class DemoImageProcessingFace(ImageProcessingFaceEntity):
|
|
"""Demo face identify image processing entity."""
|
|
|
|
def __init__(self, camera_entity, name):
|
|
"""Initialize demo face image processing entity."""
|
|
super().__init__()
|
|
|
|
self._name = name
|
|
self._camera = camera_entity
|
|
|
|
@property
|
|
def camera_entity(self):
|
|
"""Return camera entity id from process pictures."""
|
|
return self._camera
|
|
|
|
@property
|
|
def confidence(self):
|
|
"""Return minimum confidence for send events."""
|
|
return 80
|
|
|
|
@property
|
|
def name(self):
|
|
"""Return the name of the entity."""
|
|
return self._name
|
|
|
|
def process_image(self, image):
|
|
"""Process image."""
|
|
demo_data = [
|
|
{
|
|
ATTR_CONFIDENCE: 98.34,
|
|
ATTR_NAME: "Hans",
|
|
ATTR_AGE: 16.0,
|
|
ATTR_GENDER: "male",
|
|
},
|
|
{ATTR_NAME: "Helena", ATTR_AGE: 28.0, ATTR_GENDER: "female"},
|
|
{ATTR_CONFIDENCE: 62.53, ATTR_NAME: "Luna"},
|
|
]
|
|
|
|
self.process_faces(demo_data, 4)
|