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911-calls-analysis

This is an analysis of Emergency calls made to the 911 emergency number for a period of tie

cvnd_exercises

Exercise notebooks for CVND.

databricks

facial-keypoint-detection

In this project, I combined my knowledge of computer vision techniques and deep learning architectures to build a facial keypoint detection system

fastapitest

flask-rest-api

image-captioning

In this project, I created a neural network architecture to automatically generate captions from images

kmeans-clusters

kruskalalg

Implementation of the Kruskal algorithm in python

landmark-detection-robot-tracking

In this project, I implemented Simultaneous Localization and Mapping for a 2 dimensional world. I combined my knowledge of robot sensor measurements and movement to create a map of an environment from only sensor and motion data gathered by a robot, over time.

liveliness-detection-model

Liveness models are intelligent models that seek to differentiate between a real image and a spoof image. A real image in this case is a true and live capture of the individual usually image of a person captured directly from a camera while a spoof image are the ones being captured off an existing image either an image existing on a phone or a printed picture of a picture. Developed the model using OpenCV, Keras, Tensorflow and Scikit Learn. Built model architecture by adapting the VGG16 architecture through transfer learning

movie-recommender

A simple movie recommender system

movie-reviews-sentiment

sentiment-analysis

sentiment-analysis-alexa-reviews

Used Natural Language Processing to categorize Alexa reviews into positive or negative reviews

simple-neural-network-clasification

Training a simple neural network to classify data. Included is code using Keras and code using pytorch

starter-web

Simple starting point website project based upon Initializr

stock-price-analysis

This an analysis of stock prices of 6 big companies and their day by day performance within a period of 10 years

udacity-deeplearning-nanodegree-projects

This is a repository for the projects I undertook during my deep learning nanodegree on udacity