Gumi MetaVerse (January 2024 ~ September 2024)

In this project, we develop Object Detection Model to determine whether the worker is wearing PPE (Personal Protective Equipment) when they are passing the gate. The category for the Object Detection Model is Safety Helmet, Safety Vest, and box. (Detecting box is aim to prevent worker to bringing out the property of the company) For selection of the model, we tried

(PS) During the model development, we tested many scheme such as changing the architecutre, modifing number of layers, activation function, loss function, and etc to improve the performance.