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Dataset of Indian face images with various expressions

Dachawar, Madhavi

Mendeley Data 2024

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  • Título:
    Dataset of Indian face images with various expressions
  • Autor: Dachawar, Madhavi
  • Assuntos: Machine Learning
  • Notas: 10.17632/zfcd4bny82
    RelationTypeNote: IsVersionOf -- 10.17632/zfcd4bny82
  • Descrição: Fast and precise human emotion classification and detection is a quality parameter in various industries and research areas. This is a continuously evolving research area that consistently garners attention from researchers. Machine Learning (ML), deep learning, and Artificial Intelligence (AI) methods have demonstrated considerable potential in solving classification and object detection challenges. A pristine and well-curated dataset stands as the fundamental prerequisite for constructing precise and resilient ML and AI models suitable for real-time applications. With this objective in mind, compiled an image dataset consisting of Indian facial expressions with Happiness, Thoughtfulness, Anger, Surprise, Sadness, Fear, and Excited and these facial expressions are captured in three directions front, left side, and right side. The dataset has been segregated into six folders: 1) Happiness 2) Thoughtfulness 3) Anger 4) Surprise 5) Sadness 6) Fear 7) Excited. The dataset comprises over 6,000+ images in raw format. We believe that this raw dataset will significantly aid in training, testing, and validating machine learning models for facial expression classification or recognition.
  • Editor: Mendeley Data
  • Data de criação/publicação: 2024
  • Idioma: Inglês
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  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

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