Eye center localization

Object Detection

Eye center localization Computer Vision Project


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Here are a few use cases for this project:

  1. Assistive Technology for the Visually Impaired: "Eye center localization" can be used to develop smart glasses or other wearable devices that provide real-time guidance and assistance to visually impaired individuals by detecting human eyes and interpreting visual cues from their surroundings.

  2. Fatigue Detection in Drivers: By integrating the "Eye center localization" computer vision model into vehicle's onboard camera system, it can help monitor and detect signs of drowsiness or fatigue in drivers by tracking eye behaviors (e.g., blinking frequency, eye closure) and alerting them to take necessary breaks.

  3. Human-Robot Interaction (HRI): The model can be employed in robotic systems to improve interactions between humans and robots. By detecting and tracking human eyes, robots can better understand non-verbal cues like eye contact, gaze direction, or even emotional states, allowing for more intuitive and effective communication.

  4. Advertising and Marketing Analytics: The "Eye center localization" computer vision model can be used to track eye movements in consumers when exposed to advertisements or other marketing materials. This eye-tracking data can provide valuable insights for marketers to optimize their visual content and understand what captures consumers' attention more effectively.

  5. Video Conferencing and Communication Tools: Integrating the model into video conferencing platforms can enhance communication by identifying and highlighting active speakers based on eye movement or direction. Additionally, the platform could provide feedback for improving eye contact during presentations or interviews, resulting in more engaging and effective remote collaborations.

Cite this Project

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

@misc{ eye-center-localization_dataset,
    title = { Eye center localization Dataset },
    type = { Open Source Dataset },
    author = { },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { sep },
    note = { visited on 2023-12-11 },

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Last Updated

3 months ago

Project Type

Object Detection



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Public Domain