homeassistant.components.tensorflow.image_processing Namespace Reference

Classes
class	TensorFlowImageProcessor

Functions
def	get_model_detection_function (model)
None	setup_platform (HomeAssistant hass, ConfigType config, AddEntitiesCallback add_entities, DiscoveryInfoType|None discovery_info=None)

Variables
	_LOGGER = logging.getLogger(__name__)
	AREA_SCHEMA
string	ATTR_MATCHES = "matches"
string	ATTR_PROCESS_TIME = "process_time"
string	ATTR_SUMMARY = "summary"
string	ATTR_TOTAL_MATCHES = "total_matches"
	CATEGORY_SCHEMA
string	CONF_AREA = "area"
string	CONF_BOTTOM = "bottom"
string	CONF_CATEGORIES = "categories"
string	CONF_CATEGORY = "category"
string	CONF_FILE_OUT = "file_out"
string	CONF_GRAPH = "graph"
string	CONF_LABEL_OFFSET = "label_offset"
string	CONF_LABELS = "labels"
string	CONF_LEFT = "left"
string	CONF_MODEL_DIR = "model_dir"
string	CONF_RIGHT = "right"
string	CONF_TOP = "top"
string	DOMAIN = "tensorflow"
	PLATFORM_SCHEMA

Detailed Description

Support for performing TensorFlow classification on images.

Function Documentation

get_model_detection_function()

def homeassistant.components.tensorflow.image_processing.get_model_detection_function

(

model

)

Get a tf.function for detection.

Definition at line 90 of file image_processing.py.

setup_platform()

None homeassistant.components.tensorflow.image_processing.setup_platform	(	HomeAssistant	hass,
		ConfigType	config,
		AddEntitiesCallback	add_entities,
		DiscoveryInfoType | None	discovery_info = None
	)

Set up the TensorFlow image processing platform.

Definition at line 104 of file image_processing.py.

Variable Documentation

_LOGGER

homeassistant.components.tensorflow.image_processing._LOGGER = logging.getLogger(__name__)

private

Definition at line 38 of file image_processing.py.

AREA_SCHEMA

homeassistant.components.tensorflow.image_processing.AREA_SCHEMA

Initial value:

=  vol.Schema(
    {
        vol.Optional(CONF_BOTTOM, default=1): cv.small_float,
        vol.Optional(CONF_LEFT, default=0): cv.small_float,
        vol.Optional(CONF_RIGHT, default=1): cv.small_float,
        vol.Optional(CONF_TOP, default=0): cv.small_float,
    }
)

Definition at line 58 of file image_processing.py.

ATTR_MATCHES

string homeassistant.components.tensorflow.image_processing.ATTR_MATCHES = "matches"

Definition at line 40 of file image_processing.py.

ATTR_PROCESS_TIME

string homeassistant.components.tensorflow.image_processing.ATTR_PROCESS_TIME = "process_time"

Definition at line 43 of file image_processing.py.

ATTR_SUMMARY

string homeassistant.components.tensorflow.image_processing.ATTR_SUMMARY = "summary"

Definition at line 41 of file image_processing.py.

ATTR_TOTAL_MATCHES

string homeassistant.components.tensorflow.image_processing.ATTR_TOTAL_MATCHES = "total_matches"

Definition at line 42 of file image_processing.py.

CATEGORY_SCHEMA

homeassistant.components.tensorflow.image_processing.CATEGORY_SCHEMA

Initial value:

=  vol.Schema(
    {vol.Required(CONF_CATEGORY): cv.string, vol.Optional(CONF_AREA): AREA_SCHEMA}
)

Definition at line 67 of file image_processing.py.

CONF_AREA

string homeassistant.components.tensorflow.image_processing.CONF_AREA = "area"

Definition at line 45 of file image_processing.py.

CONF_BOTTOM

string homeassistant.components.tensorflow.image_processing.CONF_BOTTOM = "bottom"

Definition at line 46 of file image_processing.py.

CONF_CATEGORIES

string homeassistant.components.tensorflow.image_processing.CONF_CATEGORIES = "categories"

Definition at line 47 of file image_processing.py.

CONF_CATEGORY

string homeassistant.components.tensorflow.image_processing.CONF_CATEGORY = "category"

Definition at line 48 of file image_processing.py.

CONF_FILE_OUT

string homeassistant.components.tensorflow.image_processing.CONF_FILE_OUT = "file_out"

Definition at line 49 of file image_processing.py.

CONF_GRAPH

string homeassistant.components.tensorflow.image_processing.CONF_GRAPH = "graph"

Definition at line 50 of file image_processing.py.

CONF_LABEL_OFFSET

string homeassistant.components.tensorflow.image_processing.CONF_LABEL_OFFSET = "label_offset"

Definition at line 52 of file image_processing.py.

CONF_LABELS

string homeassistant.components.tensorflow.image_processing.CONF_LABELS = "labels"

Definition at line 51 of file image_processing.py.

CONF_LEFT

string homeassistant.components.tensorflow.image_processing.CONF_LEFT = "left"

Definition at line 53 of file image_processing.py.

CONF_MODEL_DIR

string homeassistant.components.tensorflow.image_processing.CONF_MODEL_DIR = "model_dir"

Definition at line 54 of file image_processing.py.

CONF_RIGHT

string homeassistant.components.tensorflow.image_processing.CONF_RIGHT = "right"

Definition at line 55 of file image_processing.py.

CONF_TOP

string homeassistant.components.tensorflow.image_processing.CONF_TOP = "top"

Definition at line 56 of file image_processing.py.

DOMAIN

string homeassistant.components.tensorflow.image_processing.DOMAIN = "tensorflow"

Definition at line 37 of file image_processing.py.

PLATFORM_SCHEMA

homeassistant.components.tensorflow.image_processing.PLATFORM_SCHEMA

Initial value:

=  IMAGE_PROCESSING_PLATFORM_SCHEMA.extend(
    {
        vol.Optional(CONF_FILE_OUT, default=[]): vol.All(cv.ensure_list, [cv.template]),
        vol.Required(CONF_MODEL): vol.Schema(
            {
                vol.Required(CONF_GRAPH): cv.isdir,
                vol.Optional(CONF_AREA): AREA_SCHEMA,
                vol.Optional(CONF_CATEGORIES, default=[]): vol.All(
                    cv.ensure_list, [vol.Any(cv.string, CATEGORY_SCHEMA)]
                ),
                vol.Optional(CONF_LABELS): cv.isfile,
                vol.Optional(CONF_LABEL_OFFSET, default=1): int,
                vol.Optional(CONF_MODEL_DIR): cv.isdir,
            }
        ),
    }
)

Definition at line 71 of file image_processing.py.