High Pressure Oil Pump Detection Dataset

The High Pressure Oil Pump Detection Dataset is designed to address the challenges in the industrial sector related to the monitoring and maintenance of oil pump systems. Currently, the industry faces issues like equipment failure due to undetected anomalies, leading to costly downtimes. Existing solutions often lack comprehensive datasets that can train models effectively, resulting in lower accuracy in predictive maintenance. This dataset aims to provide high-quality images of oil pumps, annotated for various conditions, to improve diagnostic capabilities and reduce failures. The data is gathered using industrial-grade cameras in controlled environments to ensure clarity and detail. A rigorous quality control process is in place, involving multiple rounds of annotation, consistency checks, and reviews by industry experts. Data is stored in JPG format and organized systematically to facilitate easy access and analysis. Our dataset contains 5000 high-resolution images, providing a robust foundation for training advanced machine learning models.