private List <DetailRow> ResultToDetailRowList(ImitateResult result)
{
var ret = new List <DetailRow>();
foreach (var item in result.itemList)
{
var title = ImitateTranslateService.GetTextByIndex(item.index);
Debug.Log($"title: {item.index} -> {title}");
var likely = ImitateManager.RateSignleItem01(item.target, item.input);
Debug.Log($"likely: {item.target} : {item.input} -> {likely}");
var row = new DetailRow();
row.title = title;
row.percent = likely;
ret.Add(row);
}
return(ret);
}
public static async Task <ImitateResult> RateAsync()
{
EmotionSDK.SetDirectionCheck(false);
EmotionSDK.SetEmotionCheck(true);
var originBase64 = ImitateUtil.TextureToBase64(origin);
var inputBase64 = ImitateUtil.TextureToBase64(input);
// 检查原图片
List <float> emotionOrigin;
{
List <Face> result = null;
// var t = new Thread(async()=>{
// result = await EmotionSDK.CheckAsync(originBase64);
// });
// t.Start();
// while(result == null)
// {
// await Task.Delay(1);
// }
result = await EmotionSDK.CheckAsync(originBase64);
if (result.Count == 0)
{
throw new Exception("face not found in origin image");
}
emotionOrigin = result[0].emotion;
}
// 检查输入图片
List <float> emotionInput;
{
List <Face> result = null;
// var t = new Thread(async()=>{
// result = await EmotionSDK.CheckAsync(inputBase64);
// });
// t.Start();
// while(result == null)
// {
// await Task.Delay(1);
// }
result = await EmotionSDK.CheckAsync(inputBase64);
if (result.Count == 0)
{
throw new Exception("face not found in input image");
}
emotionInput = result[0].emotion;
}
// 选取前5项数值
var indexList = FindBigestIndex(emotionOrigin, 2);
var pickedListA = PickByIndex(emotionOrigin, indexList);
var pickedListB = PickByIndex(emotionInput, indexList);
// log
LogList(pickedListA);
LogList(pickedListB);
// make score
var score = CalcuScoreV3(pickedListA, pickedListB);
// return
var ret = new ImitateResult();
ret.score = score;
ret.itemList = new List <ImitateItem>();
for (int i = 0; i < indexList.Count; i++)
{
var index = indexList[i];
var target = pickedListA[i];
var input = pickedListB[i];
var item = new ImitateItem();
item.index = index;
item.target = target;
item.input = input;
ret.itemList.Add(item);
}
return(ret);
}
