t2abdulg / simpleneuralnetwork Goto Github PK
View Code? Open in Web Editor NEWThis project forked from aceveggie/simpleneuralnetwork
A 2 Hidden Layer Feed Forward Neural Network
This project forked from aceveggie/simpleneuralnetwork
A 2 Hidden Layer Feed Forward Neural Network
This project contains a 2 Hidden Layer Neural Network of Configuration 768 x 100 x 50 x 10 and 768 x 200 x 100 x 10 (inputlayersize x hiddenlayersize1 x hiddenlayersize2 x outputlabels) DigitData.mat and DigitLabels.mat Files contain Handwritten Digit data collected on a Android Device. Images contained in these mat files are originally of 28x28 reshaped to of 1 x (28*28). To execute the Program, you may being with opening octave shell and running 1) AndroidTraining.m to train the Neural Network on available data. 2) AndroidTesting.m to test the trained Neural Network. To execute the Program on a subset of MNIST dataset, you can open an Octave Shell and run the following: 1) MNISTTraining.m to train the Neural Network on a subset of MNIST dataset. 2) MNISTTesting.m to test the trained Neural Network. The project can also be run in a Network mode where ImageReceiver.java class runs a Server on port 4444 and receives a image of size 28 x 28 from the Android App. Install RSCDigitalRecongnition.apk and run the Server in ImageReceiver.java on 192.168.1.100 to connect Android App to Server. One can then run "predictImage.m" script at server to perform digit recognition on received image ("RECEIVED.png"). A working of this Program is shown in this video: http://www.youtube.com/watch?v=rLfrC3lyHt8 Features to add: 1) Proper Socket programming features to connect Server and Client properly.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.