BiliSakura / GeoRSCLIP-ViT-B-32

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Introduction of GeoRSCLIP-ViT-B-32

Model Details of GeoRSCLIP-ViT-B-32

GeoRSCLIP-ViT-B-32

This model is a mirror/redistribution of the original GeoRSCLIP model.

Original Repository and Links
Description

GeoRSCLIP is a vision-language foundation model for remote sensing, trained on a large-scale dataset of remote sensing image-text pairs (RS5M). It is based on the CLIP architecture and is designed to handle the unique characteristics of remote sensing imagery.

Citation

If you use this model in your research, please cite the original work:

@article{zhangRS5MGeoRSCLIPLargeScale2024,
  title = {RS5M} and {GeoRSCLIP}: {A Large-Scale Vision-Language Dataset} and a {Large Vision-Language Model} for {Remote Sensing},
  shorttitle = {RS5M} and {GeoRSCLIP},
  author = {Zhang, Zilun and Zhao, Tiancheng and Guo, Yulong and Yin, Jianwei},
  year = {2024},
  journal = {TGRS},
  volume = {62},
  pages = {1--23},
  issn = {1558-0644},
  doi = {10.1109/TGRS.2024.3449154},
  urldate = {2024-12-15},
  keywords = {Computational modeling,Data models,Domain VLM (DVLM),general VLM (GVLM),image-text paired dataset,Location awareness,parameter efficient tuning,Remote sensing,remote sensing (RS),RS cross-modal text-image retrieval (RSCTIR),semantic localization (SeLo),Semantics,Tuning,vision-language model (VLM),Visualization,zero-shot classification (ZSC)}
}

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GeoRSCLIP-ViT-B-32 huggingface.co is an AI model on huggingface.co that provides GeoRSCLIP-ViT-B-32's model effect (), which can be used instantly with this BiliSakura GeoRSCLIP-ViT-B-32 model. huggingface.co supports a free trial of the GeoRSCLIP-ViT-B-32 model, and also provides paid use of the GeoRSCLIP-ViT-B-32. Support call GeoRSCLIP-ViT-B-32 model through api, including Node.js, Python, http.

GeoRSCLIP-ViT-B-32 huggingface.co Url

https://huggingface.co/BiliSakura/GeoRSCLIP-ViT-B-32

BiliSakura GeoRSCLIP-ViT-B-32 online free

GeoRSCLIP-ViT-B-32 huggingface.co is an online trial and call api platform, which integrates GeoRSCLIP-ViT-B-32's modeling effects, including api services, and provides a free online trial of GeoRSCLIP-ViT-B-32, you can try GeoRSCLIP-ViT-B-32 online for free by clicking the link below.

BiliSakura GeoRSCLIP-ViT-B-32 online free url in huggingface.co:

https://huggingface.co/BiliSakura/GeoRSCLIP-ViT-B-32

GeoRSCLIP-ViT-B-32 install

GeoRSCLIP-ViT-B-32 is an open source model from GitHub that offers a free installation service, and any user can find GeoRSCLIP-ViT-B-32 on GitHub to install. At the same time, huggingface.co provides the effect of GeoRSCLIP-ViT-B-32 install, users can directly use GeoRSCLIP-ViT-B-32 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

GeoRSCLIP-ViT-B-32 install url in huggingface.co:

https://huggingface.co/BiliSakura/GeoRSCLIP-ViT-B-32

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