Annotated Tyre Image Dataset for Machine Learning-Based Life Prediction

This dataset consists of high-resolution images of vehicle tyres that have been acquired in various states of usage. The images have been gathered and labeled for machine learning and computer vision research in the classification of tyre health and prediction of residual life.
Each image has been labeled with relevant metadata, such as usage history when applicable. Researchers and developers can use this dataset to train and develop convolutional neural networks to classify images as either “defective/good,” while also extending models to continuous regression-based prediction tasks as the model predicts remaining life of the tyre.