Realtime Driver Drowsiness Detection (Sleep Detection)

In this post, I introduce an app for realtime driver drowsiness detection (Sleep Detection) using facial landmarks.

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Weka Java example

How to use Weka in your Java code ?

In this post, I will explain how to generate a model from ARFF dataset file and how to classify a new instance with this model using Weka API in Java.

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Object recognition using TensorFlow and Java

Using TensorFlow and Inception-v3 model, I built this small demo in Java to recognize objects in images and classify it into 1000 classes like Lion, Frog, Flowers, ....etc.

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Hnadwritten digit classififcation

Handwritten digit classification using K-nearest neighbors algorithm

One of the most important aims of machine learning is to classify data into classes. For example, classifying an email to be spam or ham, a tumor is a malignant or benign, or classifying handwritten digits into one of the 10 classes.

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