Upsampling low-resolution aerial images with pix2pix or super-resolution models before SegFormer training improves cross-resolution tree segmentation, with pix2pix giving the largest gains.
Transformer for tree counting in aerial images
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Data Augmentation and Resolution Enhancement using GANs and Diffusion Models for Tree Segmentation
Upsampling low-resolution aerial images with pix2pix or super-resolution models before SegFormer training improves cross-resolution tree segmentation, with pix2pix giving the largest gains.