https://selvamsubbiah.com/tags/machine-learning/Recent content in Machine-Learning on Selvam SubbiahHugo -- 0.154.3en-usSun, 28 Nov 2021 00:00:00 +0000https://selvamsubbiah.com/mediapipe-iris-detection-in-tensorflow-js/Sun, 28 Nov 2021 00:00:00 +0000https://selvamsubbiah.com/mediapipe-iris-detection-in-tensorflow-js/<p>This article is the continuation of the <a href="https://selvamsubbiah.com/mediapipe-facemesh-triangles-in-tensorflow-js-part-2/">previous article</a> on MediaPipe Face Mesh model in TensorFlow.js, where we looked at creating the <a href="https://en.wikipedia.org/wiki/Triangle_mesh" target="_blank" rel="noopener noreferrer">triangle mesh</a> of the face using the model’s output. Here, we will look at detecting and tracking iris within the eyes using the <a href="https://google.github.io/mediapipe/solutions/iris.html" target="_blank" rel="noopener noreferrer">MediaPipe Iris</a> model.</p> <h2 id="1-iris-detection">1. Iris Detection</h2> <p>MediaPipe Iris model accurately estimates the iris landmarks within the eye and tracks it. Iris detection &amp; tracking can be used in augmented reality to create avatars and also to determine the distance of the camera to the user.</p>