Can AI identify plant species from leaf photographs ?

PlantNet, Seek, iNaturalist — apps that turn any walk into a field guide.

AI can identify plant species from leaf photographs with a high degree of accuracy, thanks to advances in deep learning and computer vision. This is achieved through the use of convolutional neural networks that are trained on large datasets of images of leaves from various plant species. The networks learn to extract features from the images, such as shape, texture, and color, which are then used to classify the leaf into a specific species. The accuracy of these systems can be quite high, with some studies reporting accuracy rates of over 90%.

— Enriched May 9, 2026 · Source: PlantVillage — https://plantvillage.psu.edu/