Micro-Expressions Dataset

Micro-Expressions Dataset

Datasets

Micro-Expressions Dataset

File

Micro-Expressions

Use Case

Micro-Expressions

Description

Explore our meticulously curated Micro-Expressions Dataset featuring 80x80 pixel color images of diverse faces displaying various emotions.

Micro-Expressions Dataset

Description:

The Micro-Expressions Dataset comprises 80×80 pixel color images of faces from children, adults, and elders, sourced from Google Images. The dataset captures a range of emotional expressions, including anger, disgust, fear, happiness, neutral, sadness, and surprise.

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Data Collection and Processing:

  • Sources: Google Image Search
  • Preprocessing Steps:
    • Removal of duplicate images
    • Exclusion of images without faces
    • Cropping to focus on faces
    • Eliminating images smaller than 80×80 pixels
    • Resizing all images to 80×80 pixels
    • Manual validation to ensure quality

Applications:

  • Emotion detection in AI models
  • Behavioral studies
  • Enhancing human-computer interaction systems

Enhanced Features:

  • Metadata: Each image is annotated with metadata detailing the age group (child, adult, elder) and the specific emotion displayed.
  • Diverse Demographics: Images include a balanced representation of various ethnicities and age groups to improve the robustness of models trained on this dataset.
  • Quality Assurance: The dataset undergoes rigorous quality checks, including manual verification, to ensure high standards and reliability.
  • Compliance: Adheres to privacy standards and ethical guidelines in data collection and usage.

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ISO 9001:2015, ISO/IEC 27001:2013 Certified

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HIPAA Compliance

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GDPR Compliance

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Compliance and Security

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