PORTFOLIO
Music Genre Classifier
Music is categorized into subjective categories called genres. With the growth of the internet and multimedia systems applications that deal with the musical databases gained importance and demand for Music Information Retrieval (MIR) applications increased. Musical genres have no strict definitions and boundaries as they arise through a complex interaction between the public, marketing, historical, and cultural factors. This is Web Application that Classify Music in to genres.
Machine Learning HTML5 CSS3 Python jQuery Ajax Django Bootstrap MySQL
Behavioral Cloning: Cloning a human driving behaviour
The objective of this project is to clone human driving behavior using a Deep Neural Network. In order to achieve this, we are going to use a simple Car Simulator. During the training phase, we navigate our car inside the simulator using the keyboard. While we navigating the car the simulator records training images and respective steering angles. Then we use those recorded data to train our neural network. Trained model was tested on two tracks, namely training track and validation track.
Tensorflow Python Machine Learnig Deep Learning Self-driving-car
Advance Lane Line Detection
This is a project of Self-Driving Car Nanodegree Program of Udacity. This project is finding lane lines of given image or videos of driving car. The steps involved in this project is to first apply a distortion correction to raw image then use color transforms, gradients to create a threshold binary image. Apply a perspective transform to retify binary image. Next detect lane pixels and fit to find the lane boundary. Determine the curvature of the lane and vehicle position with respect to center. Warp the detected lane boundaries back onto the original image. Output visual display of the lane boundaries and numerical estimation of lane curvature and vehicle position.
Computer Vision Self-driving-car image recognition python
Broadway
Broadway is a fictional web design company. It is a project I did in my free time to sharpen my professional skills.
HTML5 CSS3 Bootstrap jQuery
Neighborhood Map
A single-page web application, built using the Knockout.js framework, that displays a Google Map of an area and various points of interest. Users can search all included landmarks and, when selected, additional information about a landmark is presented from the Yelp APIs.
JavaScript Knockout.js Google Map API Yelp API
Item Catalog
Developed a Content Management System using the Flask framework in Python. Authentication is provided via Google and Facebook OAuth and all data is stored within a PostgreSQL database.
Python Flask Bootstrap SQL Oauth2
