iSEEDS Computer Vision Project

iSEEDS Workspace

Updated a year ago

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Classes (17)
angry
disgusted
eyes_blink
eyes_center
eyes_down
eyes_down_left
eyes_down_right
eyes_left
eyes_right
eyes_up
eyes_up_left
eyes_up_right
fearful
happy
neutral
sad
surprised

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Description

Here are a few use cases for this project:

  1. Human-Computer Interaction (HCI): iSEEDS can facilitate more natural and intuitive human-computer interactions by recognizing the user's emotional state and eye gaze, allowing for adaptive responses from the system.

  2. Mental health monitoring: The model can be integrated into mental health assessment applications, which can analyze facial expressions and eye movements in real-time to assess emotional well-being, stress levels, or identify signs of anxiety or depression.

  3. Driver Monitoring System (DMS): Implement iSEEDS in vehicle safety technology to monitor drivers' emotional states and eye movements. This can identify driver distraction or fatigue, enhance driver engagement, and improve overall road safety.

  4. Virtual Reality (VR) experiences: iSEEDS can be integrated into VR or AR systems for more immersive gaming, entertainment, and educational experiences. By capturing eye movement and emotion data, developers can create more dynamic and interactive virtual environments.

  5. Customer experience analysis: Businesses can use iSEEDS to analyze customers' emotions and eye movements in retail settings or after exposure to marketing materials. The insights can help improve product offerings, store layouts, marketing strategies, and overall customer satisfaction.

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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{
                            iseeds_dataset,
                            title = { iSEEDS Dataset },
                            type = { Open Source Dataset },
                            author = { iSEEDS Workspace },
                            howpublished = { \url{ https://universe.roboflow.com/iseeds-workspace/iseeds } },
                            url = { https://universe.roboflow.com/iseeds-workspace/iseeds },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-11-02 },
                            }
                        
                    

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