《遥感学报》执行主编、中国科学院空天信息创新研究院张兵研究员团队在人工智能国际顶刊IEEE TPAMI (IF: 23.6) 发表文章“SpectralGPT: Spectral Remote Sensing Foundation Model”,提出高光谱遥感大模型SpectralGPT,这是国际上首个专门为高光谱遥感数据设...
迫切需要开发专门针对光谱遥感数据设计的基础模型。 提出了SpectralGPT,一种光谱遥感大模型,采用了创新的3D GPT架构。通过其创新的3D GPT架构,在超过一百万个光谱图像和超过六亿个参数的训练下,SpectralGPT增强了对光谱遥感大数据的智能处理能力 展望未来,可以扩大用于训练的RS数据的数量和多样性,包括各种模态、分辨率、...
SpectralGPT: Spectral Remote Sensing Foundation Model This is the official repository for the paper "SpectralGPT: Spectral Remote Sensing Foundation Model". **IEEE TPAMI: (https://ieeexplore.ieee.org/document/10490262) Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto...
(most recent call last): File "/teamspace/studios/this_studio/ieee_tpami_spectralgpt/main_finetune.py", line 455, in <module> main(args) File "/teamspace/studios/this_studio/ieee_tpami_spectralgpt/main_finetune.py", line 293, in main if k in checkpoint_model and checkpoint_model[k]....
提出了SpectralGPT,一种光谱遥感大模型,采用了创新的3D GPT架构。通过其创新的3D GPT架构,在超过一百万个光谱图像和超过六亿个参数的训练下,SpectralGPT增强了对光谱遥感大数据的智能处理能力 展望未来,可以扩大用于训练的RS数据的数量和多样性,包括各种模态、分辨率、时间序列和图像大小。此外,通过整合更广泛的下游任务...
util README.md engine_finetune.py engine_finetune_BE.py engine_pretrain.py main_finetune.py main_pretrain.py models_mae.py models_mae_group_channels.py models_mae_spectral.py models_vit.py models_vit_group_channels.py models_vit_tensor.py requirements.txt workflow-spectralGPT.jpgBreadcrumbs...
The Spectral Cube Analysis Tool is an environment for visualizing and analyzing spectral image cubes. This repo was developed using GPT-Pilot 2.0 - Michael-S-Phillips/SpectralCubeAnalysisTool