https://github.com/facebookresearch/dinov2 https://github.com/facebookresearch/dinov2/blob/main/MODEL_CARD.md
The models can be used without fine-tuning, with downstream classifiers as simple as linear layers, to obtain competitive results:
on depth estimation, semantic segmentation, using linear layers.里面介绍了深度估计用线性层
使用下面的代码开始使用该模型。
import torch
dinov2_vits14 = torch.hub.load('facebookresearch/dinov2', 'dinov2_vits14')
dinov2_vitb14 = torch.hub.load('facebookresearch/dinov2', 'dinov2_vitb14')
dinov2_vitl14 = torch.hub.load('facebookresearch/dinov2', 'dinov2_vitl14')
dinov2_vitg14 = torch.hub.load('facebookresearch/dinov2', 'dinov2_vitg14')
