Model training method, model application method, model training device and training equipment

The invention discloses a model training method, a model application method, a model training device, training equipment and a computer readable storage medium. The model training method comprises the following steps: training a first parallax estimation model through a preset data set to obtain a trained first parallax estimation model; at least two times of knowledge distillation are carried out based on the trained first parallax estimation model, a trained second parallax estimation model is obtained, the volume of the second parallax estimation model is smaller than that of the first parallax estimation model, and the knowledge distillation comprises feature-based distillation and label-based distillation. Through the scheme of the invention, a high-precision parallax estimation model which can be normally used on low-computing-power equipment can be obtained. 本申请公开了一种模型训练方法、模型应用方法、模型训练装置、训练设备及计算机可读存储介质。其中，该模型训练方法包括：通过预设数据集对第一视差估计模型进行训练，得到已训练的第一视差估计模型；基于所述已训练的第一视差估计模型进行至少两次知识蒸馏，得到已训练的第二视差估计模型，其中，所述第二视差估计