o 0j@sddlmZmZmZmZmZddlZddlm Z ddl m Z m Z ddl mZddlmZd d lmZeje d Gd d d eZdS))AnyDictListOptionalUnionN)pipeline_requires_extra) HPIConfigPaddlePredictorOption)DetVideoResult) benchmark) BasePipelineZvideocseZdZdZdZddddddddedeedeed eeeefd ee d e d ee eeefe fd dffddZ  dde eeeejeejfdeded efddZZS)VideoDetectionPipelinezVideo detection PipelineZvideo_detectionNFdeviceengine engine_config pp_optionuse_hpip hpi_configconfigrrrrrrreturnc sptjd||||||d||dd} i} d| vr"| d| d<d| vr,| d| d<|j| fi| |_dS)aInitializes the video detection pipeline. Args: config (Dict): Configuration dictionary containing model and other parameters. device (Optional[str], optional): The device to use for prediction. Defaults to `None`. engine (Optional[str], optional): Inference engine. Defaults to `None`. engine_config (Optional[Dict[str, Any]], optional): Engine-specific config. Defaults to `None`. pp_option (Optional[PaddlePredictorOption], optional): Paddle predictor options. Defaults to `None`. use_hpip (bool, optional): Whether to use HPIP. Defaults to `False`. hpi_config (Optional[Union[Dict[str, Any], HPIConfig]], optional): HPIP configuration. Defaults to `None`. rZ SubModulesZVideoDetection nms_thresh score_threshN)super__init__Z create_modelvideo_detection_model) selfrrrrrrrkwargsZvideo_detection_model_configZ model_kwargs __class__ru/var/www/html/Deteccion_Ine/venv/lib/python3.10/site-packages/paddlex/inference/pipelines/video_detection/pipeline.pyr!s*    zVideoDetectionPipeline.__init__?皙?inputrrcks|j|||dEdHdS)aoPredicts video detection results for the given input. Args: input (Union[str, list[str], np.ndarray, list[np.ndarray]]): The input image(s) or path(s) to the images. **kwargs: Additional keyword arguments that can be passed to the function. Returns: DetVideoResult: The predicted video detection results. )rrN)r)r r'rrr!rrr$predictNszVideoDetectionPipeline.predict)r%r&)__name__ __module__ __qualname____doc__entitiesrrstrrr boolrr rrnpZndarrayfloatr r( __classcell__rrr"r$rsJ  0r)typingrrrrrnumpyr0Z utils.depsrmodelsr r Zmodels.video_detection.resultr Zutils.benchmarkr baserZ time_methodsrrrrr$s