mirror of
https://github.com/skishore/makemeahanzi.git
synced 2025-10-31 02:45:49 +08:00
22 lines
519 B
JavaScript
22 lines
519 B
JavaScript
"use strict";
|
|
|
|
this.combined_classifier = undefined;
|
|
|
|
Meteor.startup(function() {
|
|
var weight = 0.8;
|
|
var dimensions = 8;
|
|
var input = new convnetjs.Vol(1, 1, dimensions);
|
|
var net = new convnetjs.Net();
|
|
net.fromJSON(TRAINED_NEURAL_NET);
|
|
|
|
function net_classifier(features) {
|
|
input.w = features;
|
|
var softmax = net.forward(input).w;
|
|
return softmax[1] - softmax[0];
|
|
}
|
|
|
|
combined_classifier = function(features) {
|
|
return hand_tuned_classifier(features) + weight*net_classifier(features);
|
|
}
|
|
});
|