CelebA_Sent2Vect_Sp / README.md
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metadata
license: apache-2.0
task_categories:
  - table-question-answering
  - question-answering
  - translation
  - text2text-generation
language:
  - es
tags:
  - CelebA
  - Spanish
  - celebFaces attributes
  - face detection
  - face recognition
pretty_name: Sent2vec+CelebA training corpus in Spanish
size_categories:
  - 100M<n<1B

Main Features

The preprocessing of the corpus for the encoders Sent2vec+CelebA has been to translate into Spanish the captions of the CelebA dataset with the algorithm used in Text2FaceGAN.

Subsequently, a new corpus was created with the translated information having the same structure as the original English version.

Finally, a training corpus has been generated for Sent2vec+CelebA by performing an information cleaning process on the dataset generated in the previous step. In particular, all sentences are combined to generate a larger corpus.

Citing: If you used Sent2vec+CelebA in your work, please cite the ????:

@article{inffus_TINTO,
    title = {A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation},
    journal = {Information Fusion},
    author = {Reewos Talla-Chumpitaz and Manuel Castillo-Cara and Luis Orozco-Barbosa and Raúl García-Castro},
    volume = {91},
    pages = {173-186},
    year = {2023},
    issn = {1566-2535},
    doi = {https://doi.org/10.1016/j.inffus.2022.10.011}
}

License

This dataset is available under the Apache License 2.0.

Authors

Ontology Engineering Group, Universidad Politécnica de Madrid.

Contributors

See the full list of contributors here.

Ontology Engineering Group Universidad Politécnica de Madrid