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scoring.js
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scoring.js
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var hairScoring = {
'SS': [1250, 1250], // est
'S': [950, 1150],
'A': [750, 900],
'B': [550, 750],
'C': [550, 550], // est
};
var dressScoring = {
'SS': [5000, 5200], // est
'S': [3800, 4200],
'A': [3000, 3800],
'B': [2500, 3000],
'C': [1900, 2500], // est
};
var coatScoring = {
'SS': [490, 520], // based on dianashusy's data
'S': [370, 450],
'A': [300, 360],
'B': [230, 280],
'C': [190, 210], // highly est
};
var topScoring = {
'SS': [2725, 2725], // est
'S': [1750, 2100],
'A': [1400, 1700],
'B': [1250, 1400],
'C': [800, 1200], // est
};
var bottomScoring = {
'SS': [2725, 2725], // est
'S': [1800, 2100],
'A': [1400, 1800],
'B': [1250, 1400],
'C': [800, 1200], // est
};
var sockScoring = {
'SS': [860, 860], // based on dianashusy's data
'S': [570, 650],
'A': [440, 550],
'B': [400, 440],
'C': [270, 300], // ased on dianashusy's data
};
var shoeScoring = {
'SS': [1000, 1200], // highly est
'S': [770, 950],
'A': [640, 750],
'B': [530, 580],
'C': [380, 450], // est
};
var accessoriesScoring = {
'SS': [470, 500], // est
'S': [370, 450],
'A': [290, 370],
'B': [220, 280],
'C': [190, 210], // est
};
var makeupScoring = {
'SS': [250, 280], // est
'S': [190, 190], // est
'A': [130, 130], // est
'B': [120, 120], // est
'C': [100, 100], // no data, purely mocking
};
// a normalized model for all clothes
var standardScoring = {
'SS': [240, 300], //est
'S': [180, 240],
'A': [150, 180],
'B': [113, 150],
'C': [75, 113] //est
};
var scoreWeight = {
'发型': 5,
'连衣裙': 20,
'外套': 2,
'上装': 10,
'下装': 10,
'袜子': 3,
'鞋子': 4,
'饰品': 2,
'妆容': 1
};
function avg(score) {
ret = {};
for (s in score) {
ret[s] = (score[s][0] + score[s][1]) / 2;
}
return ret;
}
function sigma(score) {
ret = {};
for (s in score) {
ret[s] = (score[s][0] - score[s][1]) / 2;
}
return ret;
}
function weighted(score, weight) {
ret = {};
for (s in score) {
ret[s] = score[s] * weight;
}
return ret;
}
/*
var scoring = {
'发型': avg(hairScoring),
'连衣裙': avg(dressScoring),
'外套': avg(coatScoring),
'上装': avg(topScoring),
'下装': avg(bottomScoring),
'袜子': avg(sockScoring),
'鞋子': avg(shoeScoring),
'饰品': avg(accessoriesScoring),
'妆容': avg(makeupScoring)
}*/
std = avg(standardScoring);
var scoring = {
'发型': weighted(std, scoreWeight['发型']),
'连衣裙': weighted(std, scoreWeight['连衣裙']),
'外套': weighted(std, scoreWeight['外套']),
'上装': weighted(std, scoreWeight['上装']),
'下装': weighted(std, scoreWeight['下装']),
'袜子': weighted(std, scoreWeight['袜子']),
'鞋子': weighted(std, scoreWeight['鞋子']),
'饰品': weighted(std, scoreWeight['饰品']),
'妆容': weighted(std, scoreWeight['妆容'])
}
var deviation = {
'发型': sigma(hairScoring),
'连衣裙': sigma(dressScoring),
'外套': sigma(coatScoring),
'上装': sigma(topScoring),
'下装': sigma(bottomScoring),
'袜子': sigma(sockScoring),
'鞋子': sigma(shoeScoring),
'饰品': sigma(accessoriesScoring),
'妆容': sigma(makeupScoring)
}
function getScore(clothesType) {
if (scoring[clothesType]) {
return scoring[clothesType];
}
if (scoring[clothesType.split('-')[0]]) {
return scoring[clothesType.split('-')[0]];
}
return {};
}
function getDeviation(clothesType) {
if (deviation[clothesType]) {
return deviation[clothesType];
}
if (deviation[clothesType.split('-')[0]]) {
return deviation[clothesType.split('-')[0]];
}
return {};
}
var typeInfo = function() {
var ret = {};
for (var i in category) {
var name = category[i];
ret[name] = {
type: name,
mainType: name.split('-')[0],
score: getScore(name),
deviation: getDeviation(name),
needFilter: function() {
return this.mainType == "连衣裙"
|| this.mainType == "外套"
|| this.mainType == "上衣"
|| this.mainType == "下装";
}
}
}
return ret;
}();