akshaybhatia10/ComputerVision-Projects

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akshaybhatia10/ComputerVision-Projects

akshaybhatia10

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Some simple computer vision implementations using OpenCV

ComputerVision-Projects

Install

This project files requires Python 3 and the following Python libraries installed:

Following are some links to install OpenCV and dlib on mac, windows and linux:

OpenCV - Mac | Windows | Ubuntu

Dlib - Mac | Windows | Ubuntu

Run

python {file_name}.py

About

Some simple computer vision implementations using OpenCV such as:

Extracting facial landmarks for facial analysis by applying filters and face swaps.
Approximating contours, contour filtering and ordering.Segmenting images by understanding contours, circle, and line detection.
Feature detection (SIFT and ORB) to do object detection and implementing dbject detection for faces and cars.
Generative Adversarial Networks (GANs) applied to image.

Book-Genre-Classification

Classification of books based on titles without prior knowledge of context or author

Jupyter Notebook

RoadNetworkExtraction-MoveHack

Submission for MoveHack Global Mobility Hackathon 2018

Cardiac-Arrhythmia-ML

This repository contains the project files for the Capstone Project - Cardiac Arrhythmia ML as part of Udacity's Machine Learning Nanodegree.

Jupyter Notebook

Deep-Learning-Mini-Projects

Repo for Deep Learning Projects in NLP, GANs, Computer Vision

Jupyter Notebook

DeepClassifyML

Image Classification Web app built using Hasura

Reddit-Flair-Detection

Reddit Flair Classification

Jupyter Notebook

DeepLearning-Specialization-Coursera

Repo for Andrew Ng Deep Learning Specialization Course

Jupyter Notebook

CIFAR10-Image-Classification

This repository contains the project files and submissions for Project 2 - Image Classification as part of Udacity's Deep Learning Nanodegree Foundation Program.

SMS-Spam-Classification

Classifying messages as SPAM or NOT SPAM

Jupyter Notebook

OpenCV-Lemons

Segmenting and Counting OpenCV in an Image

Jupyter Notebook

Neural-Network-Python

This repository contains the project files and submissions for Project 1 - Your first neural network as part of Udacity's Deep Learning Nanodegree Foundation Program.

MusicRNN

Generating music using Recurrent Neural Network (RNN)

LibraryML

A simple Machine Learning library build using python from scratch

Jupyter Notebook

academic-homepage

Udacity-UD120-Projects

Mini projects for Udacity's Intro to Machine Learning - UD120

File-Metadata-API

Returns the size of the file uploaded in bytes within jSON response.

FashionGAN

Image Classification + generating new images using Fashion-MNIST

Jupyter Notebook

akshaybhatia10.github.io

Machine-Learning-Coursera

This repository contains the project files and submissions for Coursera's Machine Learning Course.

Language-Translation

This repository contains the project files and submissions for Project 4 - Language Translation as part of Udacity's Deep Learning Nanodegree Foundation Program

Image-Search-Abstraction-Layer

TweetCrawler

A simple Python library to crawl tweets from any handle.

Generate-TV-Scripts

This repository contains the project files and submissions for Project 3 - Generate TV Scripts as part of Udacity's Deep Learning Nanodegree Foundation Program.

URL-Shortener-Microservice

A URL shortener API

Timestamp-Microservice-API

Timestamp Microservice API

Train-a-Smartcab-to-Drive

This repository contains the project files and submissions for Project 4 -Train a Smartcab to Drive as part of Udacity's Machine Learning Nanodegree.

Jupyter Notebook

Generate-Faces

This repository contains the project files and submissions for Project 5 - Generate Faces as part of Udacity's Deep Learning Nanodegree Foundation Program.