Tire Valve Detection Dataset

The Tire Valve Detection Dataset addresses the challenges of tire pressure monitoring systems calibration and the identification of missing tire valves, which are critical for ensuring vehicle safety and performance. Current solutions often lack precision in detecting valve presence, which can lead to significant safety risks. This dataset aims to improve the accuracy of detection algorithms in manufacturing quality inspections and tire maintenance. Data collection was conducted using high-resolution cameras in controlled environments, ensuring optimal lighting and focus on tire valves. The dataset underwent strict quality control measures, including multiple rounds of annotation by trained personnel and consistency checks by experts. Images are stored in JPG format, organized by categories such as 'present' and 'missing' valves for easy access and analysis. This structured approach guarantees high reliability and usability of the dataset.