blakeblackshear.frigate/frigate/types.py
Nate Meyer 4383b883c0
Refactor to simplify support for additional detector types (#3656)
* Refactor EdgeTPU and CPU model handling to detector submodules.

* Fix selecting the correct detection device type from the config

* Remove detector type check when creating ObjectDetectProcess

* Fixes after rebasing to 0.11

* Add init file to detector folder

* Rename to detect_api

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>

* Add unit test for LocalObjectDetector class

* Add configuration for model inputs
Support transforming detection regions to RGB or BGR.
Support specifying the input tensor shape.  The tensor shape has a standard format ["BHWC"] when handed to the detector, but can be transformed in the detector to match the model shape using the model  input_tensor config.

* Add documentation for new model config parameters

* Add input tensor transpose to LocalObjectDetector

* Change the model input tensor config to use an enumeration

* Updates for model config documentation

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2022-11-03 21:23:09 -05:00

32 lines
950 B
Python

from typing import Optional, TypedDict
from multiprocessing.queues import Queue
from multiprocessing.sharedctypes import Synchronized
from multiprocessing.context import Process
from frigate.object_detection import ObjectDetectProcess
class CameraMetricsTypes(TypedDict):
camera_fps: Synchronized
capture_process: Optional[Process]
detection_enabled: Synchronized
detection_fps: Synchronized
detection_frame: Synchronized
ffmpeg_pid: Synchronized
frame_queue: Queue
motion_enabled: Synchronized
improve_contrast_enabled: Synchronized
motion_threshold: Synchronized
motion_contour_area: Synchronized
process: Optional[Process]
process_fps: Synchronized
read_start: Synchronized
skipped_fps: Synchronized
class StatsTrackingTypes(TypedDict):
camera_metrics: dict[str, CameraMetricsTypes]
detectors: dict[str, ObjectDetectProcess]
started: int
latest_frigate_version: str