Published November 17, 2022 | Version v2
Software Open

SatMAE Multi-Spectral Checkpoints

Creators

  • 1. Stanford University

Description

Multi-Spectral SatMAE checkpoints pre-trained and finetuned on fMoW-Sentinel. The checkpoint files include the optimizer as well. 

  • Pretrain, ViT-L, 200 epochs
  • Finetune, ViT-L, 30 epochs (best accuracy selected at epoch 7)
  • Pretrain, ViT-B, 200 epochs
  • Finetune, ViT-B, 30 epochs (best accuracy selected at epoch 7)

Refer to our GitHub repo for additional details.

Files

Files (10.0 GB)

Name Size Download all
md5:775060bbd292a3d39216e36bf1423a02
1.0 GB Download
md5:c1a6b1e97c7f99de7e38efa6e756c1ab
3.6 GB Download
md5:1269e6a8255cee0affdeb6bb75776c86
1.3 GB Download
md5:436bcd815194afdae38f3e023c74e9cd
3.9 GB Download