Using VggFace for extracting features from a celebrities dataset to build a neural network able to recognize 106 persons.

Advanced Data Analysis Nanodegree Projects

Brain Tumor Classification into 4 classes from MRI unbalanced dataset, reached 90.9% test accuracy.

Building a deep learning model(CNN) that can distinguish between 10 classes of Indoor scenes(Python/tensorflow).

Pneumonia Detection using CNN 85% accuracy

Training a CNN model on small dataset, It has a training directory containing 14-20 photos each of the celebrities Ben Afflek Elton John Jerry Seinfeld Madonna Mindy Kaling The validation directory…

Contains different encryption and decryption algorithms.

Simulation of a dynamic queuing system.

Scanner-Parser-Semantic Analyzer.

recognize the number in an wav file The final output should be 0,1,2,3,4,5,6,7,8 or 9

Apply different filters on images.

Implementation of the Perceptron learning algorithm using stochastic gradient descent and batch gradient descent with mean square error as cost function on a single layer neural networks which can …

Multi-Layers neural network, dynamic # of layers and neurons.

"Eye Of Horus" is counter terrorism using surveillance in videos, divided into 3 sub projects: Bomb detection (image processing) Suspicious activities detection. Weapons detection.