frigate/frigate/data_processing/real_time/license_plate.py
Josh Hawkins c2e667c0dd
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Add dynamic configuration for more fields (#22295)
* face recognition dynamic config

* lpr dynamic config

* safe changes for birdseye dynamic config

* bird classification dynamic config

* always assign new config to stats emitter to make telemetry fields dynamic

* add wildcard support for camera config updates in config_set

* update restart required fields for global sections

* add test

* fix rebase issue

* collapsible settings sidebar

use the preexisting control available with shadcn's sidebar (cmd/ctrl-B) to give users more space to set masks/zones on smaller screens

* dynamic ffmpeg

* ensure previews dir exists

when ffmpeg processes restart, there's a brief window where the preview frame generation pipeline is torn down and restarted. before these changes, ffmpeg only restarted on crash/stall recovery or full Frigate restart. Now that ffmpeg restarts happen on-demand via config changes, there's a higher chance a frontend request hits the preview_mp4 or preview_gif endpoints during that brief restart window when the directory might not exist yet. The existing os.listdir() call would throw FileNotFoundError without a directory existence check. this fix just checks if the directory exists and returns 404 if not, exactly how preview_thumbnail already handles the same scenario a few lines below

* global ffmpeg section

* clean up

* tweak

* fix test
2026-03-06 13:45:39 -07:00

64 lines
2.1 KiB
Python

"""Handle processing images for face detection and recognition."""
import logging
from typing import Any
import numpy as np
from frigate.comms.event_metadata_updater import EventMetadataPublisher
from frigate.comms.inter_process import InterProcessRequestor
from frigate.config import FrigateConfig
from frigate.config.classification import LicensePlateRecognitionConfig
from frigate.data_processing.common.license_plate.mixin import (
LicensePlateProcessingMixin,
)
from frigate.data_processing.common.license_plate.model import (
LicensePlateModelRunner,
)
from ..types import DataProcessorMetrics
from .api import RealTimeProcessorApi
logger = logging.getLogger(__name__)
class LicensePlateRealTimeProcessor(LicensePlateProcessingMixin, RealTimeProcessorApi):
def __init__(
self,
config: FrigateConfig,
requestor: InterProcessRequestor,
sub_label_publisher: EventMetadataPublisher,
metrics: DataProcessorMetrics,
model_runner: LicensePlateModelRunner,
detected_license_plates: dict[str, dict[str, Any]],
):
self.requestor = requestor
self.detected_license_plates = detected_license_plates
self.model_runner = model_runner
self.lpr_config = config.lpr
self.config = config
self.sub_label_publisher = sub_label_publisher
self.camera_current_cars: dict[str, list[str]] = {}
super().__init__(config, metrics)
def update_config(self, lpr_config: LicensePlateRecognitionConfig) -> None:
"""Update LPR config at runtime."""
self.lpr_config = lpr_config
logger.debug("LPR config updated dynamically")
def process_frame(
self,
obj_data: dict[str, Any],
frame: np.ndarray,
dedicated_lpr: bool | None = False,
):
"""Look for license plates in image."""
self.lpr_process(obj_data, frame, dedicated_lpr)
def handle_request(self, topic, request_data) -> dict[str, Any] | None:
return
def expire_object(self, object_id: str, camera: str):
"""Expire lpr objects."""
self.lpr_expire(object_id, camera)