Japanese Female Facial Expression Dataset

Japanese Female Facial Expression Dataset

Project Overview

Objective:

Our aim is to compile a comprehensive dataset specifically focusing on Japanese female facial expressions. This endeavor seeks to enhance AI-powered emotion recognition systems tailored to this demographic by refining and enriching the dataset with diverse facial expressions.

Scope:

Our scope involves meticulously collecting and annotating a wide variety of facial expressions from Japanese females. This comprehensive approach aims to refine facial analysis technology by enriching the dataset with diverse data points specific to this demographic.

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Sources:

  • Call Center Recordings: Genuine conversations between customers and representatives.
  • Scripted Dialogues: Tailored scripts performed by bilingual speakers, covering various situations.
  • User-Generated Content: Spontaneous submissions of Hinglish interactions from the community.
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Data Collection Metrics

  • Total Images and Videos Collected: 40,000
  • Total Data Annotated for Machine Learning: 60,000 expressions

Annotation Process

  • Emotion Categorization: Thoroughly categorizing expressions into emotions such as happiness, sadness, and surprise.
  • Intensity Assessment: Assigning intensity ratings to each expression based on emotional strength.

Annotation Metrics:

  1. Total Annotations: 60,000
  2. Categories Annotated: 40,000
  3. Intensity Ratings: 20,000
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Quality Assurance

Model Evaluation: Consistent evaluation processes implemented to maintain a high level of accuracy in recognizing emotions depicted.

Privacy and Compliance: Stringent adherence to privacy regulations and ethical guidelines to safeguard individuals’ data and ensure responsible data usage.

Feedback Mechanisms: Establishing regular channels for AI developers to provide input, enabling ongoing refinement and enhancement of dataset effectiveness.

 

QA Metrics:

  • Recognition Accuracy: 93%
  • Privacy Adherence: 100%

Conclusion

In conclusion, this dataset serves as a crucial asset for advancing AI technologies, specifically in accurately discerning and interpreting Japanese female facial expressions. These advancements contribute to improving user interface and interaction experiences.

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    Quality Data Creation
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    Guaranteed
    TAT
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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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Japanese Female Facial Expression Dataset