heshanera Goto Github PK

algorithms

Algorithm Implementations

ann

Simple Artificial Neural Network for the XOR function. Network is build with three layers, Input layer, Output layer and one hidden layer with four nodes. Used Sigmoid as the Activation function

app

assets

assets

binarize

Image binarization using opencv

charrecognizer

Character Recognition using an artificial neural network. Network is trained for 26 characters. Implemented in C++ and Magick++ API is used for pixel manipulation

cnnet

Convolutional Neural Network implemented in C++. Eigen library is used for matrix manipulations. Convolution layers, Activation layers, Pooling layers and Fully connected layers are available in the network.

dbo

simple java database operator

dtw

Dynamic Time Warping Algorithm can be used to measure similarity between 2 time series. Objective of the algorithm is to find the optimal global alignment between the two time series, by exploiting temporal distortions between the 2 time series.

edgedetector

Edge detection using the canny operator and line detection using the convolution based techniques. Implemented the edge detector in C++ using the Magick++ API.

enterpriseservicebus

Service Bus which enables multiple services to interact with each other. Implemented using Java Sockets, Java Native Interface (JNI) and Jython library. Can interact with Java, C++ and Python.

fitnessclub

Website for a gym for advertising purposes with a admin panel to manage the website. Developed using the codeigniter framework.

healthplus

A Management System for a Health Care Facility. The system includes Registration of patients, Making appointments, Storing patient records, Billing in the pharmacy & Pharmacy stock controlling

i3wmconfigs

customized i3bar using i3blocks

iproc

A dynamic library for image processing. To Extract the pixel map of the image. Support PNG, JPG, TIF and BMP image file formats. Inbuilt methods for resizing, cropping, generating grayscale and binary images.

localfeaturedetector

Feature Matching using SURF, Brute Force Matcher and FLANN Matcher

lstmcnnet

A framework for time-series anomaly detection. The framework consists a prediction module and a detection module. Prediction module is based on LSTM and CNN. DTW is used in detection module .

lstmnet

A Long Short Term Memory neural network for time series prediction. Memory blocks contain one memory cell in each. Weights for the network are randomly initialized.

mymalloc

Memory allocator and deallocator function in C

paclassifier

Online Passive Aggressive Binary Classifier

plot

pos

A simple POS system. React and Redux is used in the frontend. Backend server is developed in nodejs, mongodb. mongoose is used as an object data modeling library.

react-form-build

Dynamic form creation module implemented using react. Can generate forms and interact with the generated from with view and edit modes. Allows adding custom elements.

react-sse-consumer

React hook for consuming Server Sent Events (SSE). This is a wrapper built around the EventSource API. Handle EventSource events and consume named events sent from the server.

reviewclassifier

Classification of IMDB movie reviews using Support Vector Machine and using Logistic Regression methods

rpc

Remote Procedure Call in C generated using rpcgen

somclassifier

systemcalls

System calls in a linux operating system which request services from the kernel of the OS

tsplot

Compare univariate temporal sequences

vipinfo

System for gather and display information (contributions to the society etc.) of VIP persons whose names are used for street and building names