Leak-Coffee-2026

we present Leak-Coffee, a publicly available RGB video dataset designed to support the development and evaluation of automatic leak-classification methods for agricultural drip irrigation systems. As an initial demonstration of its utility, we train and evaluate lightweight video-classification models on the dataset to determine whether the recorded RGB sequences contain sufficient information to distinguish leaking from normal irrigation conditions.