Recognizing these gaps, further research has led to the proposal of Type II models (Fig. 1c), such as SegVol 41, which aim to extend the SAM principles to 3D spaces by replacing 2D convolutional ...

Data augmentation is a crucial stage in any deeplearning model training process due to the scarcity of satellite images. It is able to contextually alter the present dataset to provide additional ...