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khamirdesai/Akash-LISS4-CR-archive

3,219 downloads in 30 days0 likesLast modified 22 Oct 2026View on Hugging Face
Use restrictions

The dataset card's licence name or licence section contains wording that suggests non-commercial, research-only or academic-only use restrictions.

Declared licence
other, from the tagEvidence: README.md at f952312
Licence name on the card
nrsc-non-commercial, link: https://www.nrsc.gov.in/nrscnew/termsConditions.phpEvidence: README.md at f952312
Licence files
No licence file at the top level of the repositoryEvidence: file list at f952312
Declared sources
None listed in the card metadata
Access gated on Hugging Face
No
Each cell links to what was checked: a file, a file list or a Hub record.

Citation text from the card

@misc{akashliss4cr_dataset,
  title        = {Akash-{LISS4}-{CR}: A Multimodal {LISS-IV} Cloud-Removal Dataset and Benchmark},
  author       = {Desai, Khamir and Rathod, Daksh and Tejot, Harshil and Chouhan, Avinash and
                  Lyngdoh, Rosly B and Kumar, Pankaj},
  year         = {2026},
  version      = {1.0},
  publisher    = {Hugging Face},
  doi          = {10.57967/hf/11073},
  howpublished = {\url{https://huggingface.co/datasets/khamirdesai/Akash-LISS4-CR}}
}

@inproceedings{desai2026akashliss4cr,
  title     = {Akash-{LISS4}-{CR}: A Multimodal Benchmark and Reconstruction Cascade for Cloud Removal
               in High-Resolution {LISS-IV} Imagery},
  author    = {Desai, Khamir and Rathod, Daksh and Tejot, Harshil and Chouhan, Avinash and
               Lyngdoh, Rosly B and Kumar, Pankaj and Mehta, Mayuri},
  booktitle = {Proceedings of the 17th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP)},
  year      = {2026},
  address   = {Kolkata, India},
  publisher = {ACM},
  note      = {Accepted, to appear}
}

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dataset_licence({ "id": "khamirdesai/Akash-LISS4-CR-archive" })
signal: "restrictive"
stated_licence: "other"
sources: 0