Three.js & Brain.js
Three.js
What is it?
Three.js is a library that makes WebGL easy to use -3D in the browser.
What do we need?
- Scene.
- Camera.
- Objects.
- Materials.
- Renderer.
Canvas.
Scene & Camera.
Renderer
Object & Materials.
Render.
Animations.
Result.
A-Frame
Heather Arthur
Brain.js
What is it?
is a javascript library for neural networks.
What do we need.
- Data format.
- Model.
- Training.
- Output.
- Failing.
html
var net = new brain.NeuralNetwork();
Data format.
[{input: [0, 0], output: [0]},
{input: [0, 1], output: [1]},
{input: [1, 0], output: [1]},
{input: [1, 1], output: [0]}]
[{input: { r: 0.03, g: 0.7, b: 0.5 }, output: { black: 1 }},
{input: { r: 0.16, g: 0.09, b: 0.2 }, output: { white: 1 }},
{input: { r: 0.5, g: 0.5, b: 1.0 }, output: { white: 1 }}]
Model.
- Perceptron
- Multilayer perceptron
- (backpropagation)
Training.
Output.
Failing.
(output analisis)
If the network has failed during the trainging, the aproximated error must be above the treshold.
Result.
Repositorio gitlab.
- https://github.com/blackzen666/three.js-brain.js.git
Consejos.
- Unity
- Tensor flow
-
karpathy
-
svm.js -
convnet.js
-