Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery

no code implementations • 21 Mar 2023 • Abraham Sánchez, Raúl Nanclares, Alexander Quevedo, Ulises Pelagio, Alejandra Aguilar, Gabriela Calvario, E. Ulises Moya-Sánchez

To achieve this, we solve real-world deep learning problems in the very specific context of agave crop segmentation such as lack of data, low quality labels, highly imbalanced data, and low model performance.

Active Learning Data Augmentation +1