Tire life prediction method and device, terminal equipment and storage medium

The invention discloses a tire life prediction method and device, terminal equipment and a storage medium. The prediction method comprises the following steps: acquiring brake data, environment data and a tire image in a vehicle driving process; calculating the actual braking distance according to the vehicle braking position and the vehicle stopping position, and obtaining the optimal braking distance of the vehicle under the same environment data based on the actual braking distance and the initial braking speed; calculating the comprehensive residual life of all tires of the vehicle according to the actual braking distance and the optimal braking distance; inputting a tire image corresponding to the vehicle stop position into a neural network model, wherein the neural network model outputs the similarity between each tire and the tire in an ideal state; and carrying out weighted calculation on the comprehensive residual life and the similarity to obtain the predicted residual life of each tire. According t