/Human-Iris-Center-Detection-using-CNN

This repository includes the implementation of the CNN model architecture in the paper "Accurate Eye Pupil Localization Using Heterogeneous CNN Models"

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human-iris-center-detection-using-CNN

This is an implementation to the CNN model architecture in the paper Accurate Eye Pupil Localization Using Heterogeneous CNN Models

  • It was implemented on the public dataset GI4E
  • Multiple preprocessing stages were executed on the dataset to reach the required format of predictors and labels for the CNN model
  • Finally, the CNN model was trained and tested on ten different images

Reference paper link: https://ieeexplore.ieee.org/abstract/document/8803121

Dataset link: https://www.unavarra.es/gi4e/databases/gi4e/