Lipid droplets (LDs) are neutral lipid aggregates surrounded by a phospholipid monolayer and specific proteins. In plants, they play a key role as energy source after seed germination, but are also formed in vegetative tissues in response to developmental or environmental conditions, where their functions are poorly understood. To elucidate these, it is essential to isolate LDs with good yields, while retaining their protein components. LD isolation protocols are based on their capacity to float after centrifugation in sucrose gradients. Early strategies using stringent conditions and LD-abundant plant tissues produced pure LDs where core proteins were identified. To identify more weakly bound LD proteins, recent protocols have used low stringency buffers, but carryover contaminants and low yields were often a problem. We have developed a sucrose gradient-based protocol to isolate LDs from Arabidopsis leaves, using Tween-20 and fresh tissue to increase yield. In both healthy and bacterially-infected Arabidopsis leaves, this protocol allowed to identify LD proteins that were later confirmed by microscopy analysis.