Home Appliance Nut Loose Detection Dataset

In the current industrial landscape, the issue of loose nuts in home appliances poses significant safety risks, leading to equipment failure and potential hazards. Existing solutions often lack the capability to effectively detect such issues in real-time, resulting in increased maintenance costs and safety concerns. This dataset aims to address the technical challenge of accurately identifying loose nuts through image recognition, providing a comprehensive resource for enhancing safety protocols in manufacturing. The dataset comprises images captured using high-resolution cameras in controlled environments, ensuring optimal visibility of nut conditions. Quality control measures include multi-round annotations and expert reviews to ensure high labeling accuracy. The dataset is organized in JPG format, with a systematic folder structure for easy access.