LoRA-NIR: Low-Rank Adaptation of Vision Transformers for Remote Sensing With Near-Infrared Imagery

Plant health can be monitored dynamically using multispectral sensors that measure near-infrared (NIR). Despite this potential, obtaining and annotating high-resolution NIR images pose significant challenges for training deep neural networks. Typically, large networks pretrained on the RGB domain ar...

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