Real-time Sudoku Solver
- 2018-05-19
- Taha Emara
- Computer Vision, Deep Learning, Machine Learning, Deeplearning4j, Opencv, Java
In this post, we will learn how to solve a printed sudoku solver using a real-time feed from a camera.
Handwritten Multi-digit String Segmentation and Recognition using Deep Learning
- 2018-02-17
- Taha Emara
- Opencv, Machine Learning, Deeplearning4j, Deep Learning, Java
In this post, we will learn how to develop an application to segment a handwritten multi-digit string image and recognize the segmented digits using deep learning.
Arabic Handwritten Characters Recognition using Deeplearning4j
- 2017-10-18
- Taha Emara
- Deeplearning4j, Machine Learning, Java, Deep Learning
In this post, I introduce an implementation of a proposed CNN design for Arabic handwritten characters recognition.
Realtime Driver Drowsiness Detection (Sleep Detection)
- 2017-09-12
- Taha Emara
- Opencv, Machine Learning, Dlib, Deep Learning, Computer Vision
In this post, I introduce an app for realtime driver drowsiness detection (Sleep Detection) using facial landmarks.
How to use Weka in your Java code
- 2017-07-02
- Taha Emara
- Machine Learning, Java
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.
Object recognition using TensorFlow and Java
- 2017-04-29
- Taha Emara
- Machine Learning, 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.
Handwritten digit classification using K-nearest neighbors algorithm
- 2017-04-11
- Taha Emara
- Machine Learning
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.
