private void buttonwrite_badge_template_Click(object sender, EventArgs e)
{
SettingsReader.WriteBadgeSettings(recognizedLog.Text);
}
public User GetRecognizedUserModel()
{
var user = new User();
var bestImage = _faces.GetBestValue();
if (bestImage != null)
{
Bitmap bitmap = bestImage.DetectedImage.Bitmap;
using (MemoryStream m = new MemoryStream())
{
bitmap.Save(m, ImageFormat.Jpeg);
byte[] imageBytes = m.ToArray();
user.Photo = Convert.ToBase64String(imageBytes);
}
var encoderParams = new EncoderParameters(1)
{
Param = { [0] = new EncoderParameter(Encoder.Quality, 50L) }
};
var jpegCodec = (from codec in ImageCodecInfo.GetImageEncoders()
where codec.MimeType == "image/jpeg"
select codec).Single();
using (MemoryStream m = new MemoryStream())
{
bitmap.Save(m, jpegCodec, encoderParams);
byte[] imageBytes = m.ToArray();
user.Photo48 = Convert.ToBase64String(imageBytes);
}
}
var bestFace =
_recognizedFaces
.OrderBy(x => x.FaceAttributes.Blur.Value)
.ThenBy(x => x.FaceAttributes.Noise.Value)
.ThenByDescending(x => x.FaceAttributes.Smile)
.ThenByDescending(x => x.FaceAttributes.Emotion.Happiness)
.First();
bestFace.FaceAttributes.Age = Math.Floor(_recognizedFaces.Average(x => x.FaceAttributes.Age));
bestFace.FaceAttributes.Gender = _recognizedFaces.GroupBy(x => x.FaceAttributes.Gender).OrderByDescending(s => s.Count()).First().Key;
user.Age = (byte)Math.Floor(bestFace.FaceAttributes.Age);
user.Gender = bestFace.FaceAttributes.Gender;
user.Glasses = bestFace.FaceAttributes.Glasses.ToString();
user.Smile = bestFace.FaceAttributes.Smile;
user.Happiness = bestFace.FaceAttributes.Emotion.Happiness;
user.Anger = bestFace.FaceAttributes.Emotion.Anger;
user.Contempt = bestFace.FaceAttributes.Emotion.Contempt;
user.Disgust = bestFace.FaceAttributes.Emotion.Disgust;
user.Fear = bestFace.FaceAttributes.Emotion.Fear;
user.Neutral = bestFace.FaceAttributes.Emotion.Neutral;
user.Sadness = bestFace.FaceAttributes.Emotion.Sadness;
user.Surprise = bestFace.FaceAttributes.Emotion.Surprise;
//var alphaNumeric = new Regex("[^a-zA-Z0-9]");
var template = SettingsReader.ReadBadgeSettings();
if (template != null && _recognizedTexts != null && _recognizedTexts.Any())
{
int iregion = 0;
foreach (var region in template.Regions)
{
int iline = 0;
foreach (var line in region.Lines)
{
int iword = 0;
foreach (var word in line.Words)
{
if (!string.IsNullOrEmpty(word.FieldName))
{
var values = _recognizedTexts
.Where(x => x.Regions[iregion].Lines.Length >= iline + 1 && x.Regions[iregion].Lines.All(y => y.Words.Length >= iword + 1))
.Select(x => x.Regions[iregion].Lines[iline].Words[iword].Text.Trim()).ToList();
if (values.Any())
{
var mostFrequenceValue = values.GroupBy(q => q).OrderByDescending(gp => gp.Count()).Select(g => g.Key).First();
if (word.FieldName.Equals("firstName", StringComparison.OrdinalIgnoreCase))
{
user.FirstName = mostFrequenceValue.ToTitleCase();
}
else if (word.FieldName.Equals("lastName", StringComparison.OrdinalIgnoreCase))
{
user.LastName = mostFrequenceValue.ToTitleCase();
}
else if (word.FieldName.Equals("company", StringComparison.OrdinalIgnoreCase))
{
user.Company = mostFrequenceValue.ToTitleCase();
}
}
}
iword++;
}
iline++;
}
iregion++;
}
var parsed = new List <string>();
foreach (var recognizedText in _recognizedTexts)
{
foreach (var recognizedTextRegion in recognizedText.Regions)
{
foreach (var line in recognizedTextRegion.Lines)
{
foreach (var lineWord in line.Words)
{
parsed.Add(lineWord.Text.ToTitleCase());
}
}
}
}
parsed = parsed.Distinct().ToList();
user.ParsedText = string.Join(", ", parsed.ToArray());
return(user);
}
return(null);
}
private void button_read_badge_Click(object sender, EventArgs e)
{
var template = SettingsReader.ReadBadgeSettings();
recognizedLog.Text = JsonConvert.SerializeObject(template, Formatting.Indented);
}
