Emotion recognition Computer Vision Project

VietnameseGerman University

Updated 2 years ago

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Classes (10)
Happy
Neutral
Sad
Surprise
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]
anger\
contempt
disgust
fear
Description

Here are a few use cases for this project:

  1. Mental Health Monitoring: The emotion recognition model could be used in a mental health tracking app to analyze users' facial expressions during video diaries or calls, providing insights into their emotional state over time.

  2. Customer Service Improvement: Businesses could use this model to monitor customer interactions in stores, analysing the facial expressions of customers to gauge their satisfaction level or immediate reaction to products or services.

  3. Educational and Learning Enhancement: This model could be used in an interactive learning platform to observe students' emotional responses to different learning materials, enabling tailored educational experiences.

  4. Online Content Testing: Marketing or content creation teams could utilize this model to test viewers' emotional reactions to different advertisements or content pieces, improving the impact of their messaging.

  5. Social Robotics: The emotion recognition model could be incorporated in social robots or AI assistants to identify human emotions and respond accordingly, improving their overall user interaction and experience.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            emotion-recognition-rjl9w_dataset,
                            title = { Emotion recognition Dataset },
                            type = { Open Source Dataset },
                            author = { VietnameseGerman University },
                            howpublished = { \url{ https://universe.roboflow.com/vietnamesegerman-university-mavjh/emotion-recognition-rjl9w } },
                            url = { https://universe.roboflow.com/vietnamesegerman-university-mavjh/emotion-recognition-rjl9w },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { dec },
                            note = { visited on 2024-12-18 },
                            }