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@Teagan42
Last active April 12, 2020 12:13
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A custom camera component that allows you to see the detected regions from the OpenCV image processor in Home-Assistant. Add this to your configuration directory: {CONFIG_DIRECTORY}/custom_components/opencv.py
camera:
- platform: opencv
camera: camera.front_door
processor: image_processing.front_door_opencv_faces
# Optional Parameters
name: OpenCV Camera
"""
Camera that highlights the detected regions from the opencv image processor
"""
import asyncio
import io
import logging
import os
import voluptuous as vol
from homeassistant.const import CONF_NAME
from homeassistant.components.camera import Camera, PLATFORM_SCHEMA
from homeassistant.helpers import config_validation as cv
from homeassistant.components.image_processing.opencv import ATTR_MATCHES
from homeassistant.loader import get_component
_LOGGER = logging.getLogger(__name__)
ATTR_CAMERA = 'camera_entity'
ATTR_PROCESSOR = 'processor_entity'
CONF_CAMERA = 'camera'
CONF_COLOR = 'color'
CONF_PROCESSOR = 'processor'
CONF_CLASSIFIER = 'classifier'
DEFAULT_COLOR = (255, 255, 0)
DEFAULT_NAME = 'OpenCV'
PLATFORM_SCHEMA = PLATFORM_SCHEMA.extend({
vol.Optional(CONF_NAME, default=DEFAULT_NAME): cv.string,
vol.Required(CONF_CAMERA): cv.entity_id,
vol.Required(CONF_PROCESSOR): cv.entity_id,
vol.Optional(CONF_CLASSIFIER, default=None): cv.string,
vol.Optional(CONF_COLOR, default=DEFAULT_COLOR): (int, int, int)
})
def setup_platform(hass, config, add_devices, discovery_info=None):
"""Set up the OpenCV camera platform."""
add_devices([OpenCVCamera(hass, config.get(CONF_NAME, DEFAULT_NAME),
config[CONF_CAMERA], config[CONF_PROCESSOR],
config[CONF_CLASSIFIER], config[CONF_COLOR])])
class OpenCVCamera(Camera):
"""Visual representation of opencv matched regions."""
def __init__(self, hass, name, camera, processor, classifier, color):
"""Initialize the opencv camera."""
super().__init__()
self._hass = hass
self._camera = camera
self._processor = processor
self._color = color
self._name = name
self._classifier = classifier
@property
def name(self):
"""Return the name of this camera."""
return self._name
@property
def state_attributes(self):
"""Return the device state attributes."""
return {
ATTR_CAMERA: self._camera,
ATTR_PROCESSOR: self._processor
}
@asyncio.coroutine
def async_camera_image(self):
"""Return the camera image still."""
from PIL import Image, ImageDraw
camera = get_component('camera')
image = None
processor = self._hass.states.get(self._processor)
try:
image = yield from camera.async_get_image(
self._hass, self._camera, timeout=2)
except HomeAssistantError as err:
_LOGGER.error("Error on receive image from entity: %s", err)
return
matches = processor.attributes.get(ATTR_MATCHES)
regions = []
if self._classifier is None:
for key, value in matches.items():
for region in value:
regions.append(region)
elif self._classifier in matches:
for region in matches[self._classifier]:
regions.append(region)
else:
_LOGGER.error("Cannot locate classifier %s", self._classifier)
return
if len(regions) == 0:
return image
stream = io.BytesIO(image)
im = Image.open(stream)
annotated_image = ImageDraw.Draw(im)
for region in regions:
x0 = region[0]
y0 = region[1]
x1 = x0 + region[2]
y1 = y0 + region[2]
annotated_image.rectangle([x0, y0, x1, y1],
outline=self._color)
image_bytes = io.BytesIO()
im.save(image_bytes, format='PNG')
return image_bytes.getvalue()
@evanrich
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same problem...camera.opencv not found

Platform not found: image_processing.opencv Platform not found: camera.opencv
3:57 PM components/__init__.py (ERROR) - message first occured at 3:54 PM and shows up 3 times
Unable to find platform opencv. Search path was limited to path of component: custom_components
3:57 PM loader.py (ERROR) - message first occured at 3:53 PM and shows up 14 times

@warcanoid
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Please remove this platform from Home Assistant, because it is not working

@klaasnicolaas
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@evanrich
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@klassnicolaas that doesn't help. Does the opencv.py need to be in something like "custom_components/opencv/sensor.py"? or custom_components/opencv/camera.py"? I've tried the following and none seem to work:

custom_components/opencv/sensor.py
custom_components/opencv/camera.py
custom_components/camera/opencv.py
custom_components/camera/sensor.py

Thoughts?

@warcanoid
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@klaasnicolass show us your setup

@klaasnicolaas
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We have decide to remove the link on the documentation page.

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