Early detection of forest fires is essential to limit ecological damage and economic loss. This study evaluates two lightweight convolutional models for binary fire recognition using a balanced ...

In recent years, fire accidents have occurred frequently. These incidents not only pose a serious threat to lives and property but also hinder the healthy development of society. Fire detection is a ...