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