The invention relates to a road network information identification method and device, a readable medium and electronic equipment. Target road network data corresponding to a target road network identification task can be acquired; determining a first recognition result corresponding to the target road network recognition task according to a target road network recognition model obtained through pre-training of the target road network data; wherein the target road network recognition model is a model obtained by performing knowledge distillation on a pre-trained first multi-task large model according to target training data; the target training data is training data corresponding to the target road network recognition task; the first multi-task large model corresponds to a plurality of preset tasks, and the target road network recognition task comprises any one of the preset tasks.
本公开涉及一种路网信息识别方法、装置、可读介质及电子设备。可以获取目标路网识别任务对应的目标路网数据;根据所述目标路网数据通过预先训练得到的目标路网识别模型,确定所述目标路网识别任务对应的第一识别结果;其中,所述目标路网识别模型为根据目标训练数据,对预训练的第一多任务大模型进行知识蒸馏后得到的模型;所述目标训练数据为所述目标路网识别任务对应的训练数据;所述第一多任务大模型对应多个预设任务,所述目标路网识别任务包括任一所述预设任务。
Road network information identification method and device, readable medium and electronic equipment
路网信息识别方法、装置、可读介质及电子设备
2024-02-13
Patent
Elektronische Ressource
Chinesisch
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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