Keyhole Software Neural Net Reference Application

Simple Neural Net implementation, Taken from the MNIST Nueral Net example implementation.

UI is implemented in ReactJS and server side API/Nueral Net is implemented in GO

Online DEMO can be accessed HERE

Installing Running

1. Install Go and Node.js
2. Clone Repo in Go SRC directory
3. Open console in cloned repo directory and perform these commands

 $ npm install
 $ npm run build       // Builds React Bundle 
 $ go build            // Build API server and web server
 $ ./khs-neural-net    // Executes Go Binary

4. Open browser to http://localhost:8000

Training Network

Network has been pre trained, but it can be retrained with the following commands

1. Unzip mnist_dataset
2. From a command shell execute the following commands

$ go build
$ ./khs-neural-net -mnist train

References

References used in this implementation

• Modified Go implementation from https://github.com/sausheong/gonn/commits/master

• YOLO and MNIST reference app https://github.com/SkalskiP/ILearnMachineLearning.js