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f48356cbee
* Only check if an object is stationary to avoid mqtt snapshot * docs heading tweak * Add more API descriptions * Add missing lib for new rocm onnxruntime whl * Update inference times to reflect better rocm performance * Cleanup resetting tracked object activity * remove print --------- Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
58 lines
1.8 KiB
Python
58 lines
1.8 KiB
Python
"""Handle processing images for face detection and recognition."""
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import logging
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from typing import Any
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import numpy as np
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from frigate.comms.event_metadata_updater import EventMetadataPublisher
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from frigate.comms.inter_process import InterProcessRequestor
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from frigate.config import FrigateConfig
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from frigate.data_processing.common.license_plate.mixin import (
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LicensePlateProcessingMixin,
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)
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from frigate.data_processing.common.license_plate.model import (
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LicensePlateModelRunner,
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)
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from ..types import DataProcessorMetrics
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from .api import RealTimeProcessorApi
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logger = logging.getLogger(__name__)
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class LicensePlateRealTimeProcessor(LicensePlateProcessingMixin, RealTimeProcessorApi):
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def __init__(
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self,
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config: FrigateConfig,
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requestor: InterProcessRequestor,
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sub_label_publisher: EventMetadataPublisher,
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metrics: DataProcessorMetrics,
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model_runner: LicensePlateModelRunner,
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detected_license_plates: dict[str, dict[str, Any]],
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):
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self.requestor = requestor
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self.detected_license_plates = detected_license_plates
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self.model_runner = model_runner
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self.lpr_config = config.lpr
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self.config = config
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self.sub_label_publisher = sub_label_publisher
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self.camera_current_cars: dict[str, list[str]] = {}
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super().__init__(config, metrics)
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def process_frame(
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self,
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obj_data: dict[str, Any],
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frame: np.ndarray,
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dedicated_lpr: bool | None = False,
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):
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"""Look for license plates in image."""
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self.lpr_process(obj_data, frame, dedicated_lpr)
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def handle_request(self, topic, request_data) -> dict[str, Any] | None:
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return
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def expire_object(self, object_id: str, camera: str):
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"""Expire lpr objects."""
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self.lpr_expire(object_id, camera)
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