Facial Features Computer Vision Project

Google Image Dataset

Updated 3 years ago

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Classes (5)
closedeye
closedmouth
face
openeye
openmouth
Description

Here are a few use cases for this project:

  1. Emotion Recognition Applications: The "Facial Features" model could be utilized for sentiment analysis where emotions of individuals are identified based on their facial expressions. This system could be used in customer support, counseling platforms, or online education systems to assess user satisfaction and engagement.

  2. Facial Authentication System: Leveraging this model, developers could design and improve facial recognition/authentication systems by distinguishing between different facial features, enhancing security systems, mobile phone unlocks, and access controls at sensitive locations.

  3. Human-Computer Interaction: The model can be deployed into advanced AI systems to interact more realistically with users by detecting and interpreting human facial expressions, leading to enhancement in customer service bots, gaming experience, or virtual reality applications.

  4. Monitoring Driver's Alertness: The model can be used in smart vehicles to monitor the alertness of the driver by examining whether the driver's eyes are open or closed or if they frequently open their mouths (potentially indicating yawning), serving as a safety measure to prevent accidents due to drowsiness.

  5. Medical Care and Therapy: The "Facial Features" model could have an application in medical fields such as teletherapy, where a therapist can examine a patient’s facial response to certain treatment or exercises, providing better insights to help in diagnosis and treatment.

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{
                            facial-features-c8la1_dataset,
                            title = { Facial Features Dataset },
                            type = { Open Source Dataset },
                            author = { Google Image Dataset },
                            howpublished = { \url{ https://universe.roboflow.com/google-image-dataset-kghan/facial-features-c8la1 } },
                            url = { https://universe.roboflow.com/google-image-dataset-kghan/facial-features-c8la1 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { feb },
                            note = { visited on 2024-11-26 },
                            }