Gardeners and plant enthusiasts struggle to accurately identify unknown plants from photos

Hobbyist gardeners and plant lovers frequently encounter unidentified plants in their gardens or while exploring nature, but lack reliable methods to determine what species they are. Current solutions like generic image search or asking on forums are slow, inconsistent, and often return incorrect results. This creates frustration when people want to learn care requirements, verify if a plant is invasive, or simply satisfy their curiosity.