private static async Task MainAsync()
{
#region OCR.Space
foreach (var item in SantinhosPoliticos)
{
item.TextoOCRSpace = await SpaceHelper.UploadAndRecognizeImage(item.ImageFilePath);
item.MatchOCRSpace = PesquisarCandidatoTexto(item.NomeCandidato, item.NumeroEleitoral,
item.TextoOCRSpace);
// Conta a quantidade de matches para cada tipo de match.
switch (item.MatchOCRSpace)
{
case MatchType.Nome:
MatchesOCRSpace.QtdeMatchesNome++;
break;
case MatchType.NumeroEleitoral:
MatchesOCRSpace.QtdeMatchesNumeroEleitoral++;
break;
case MatchType.NomeENumeroEleitoral:
MatchesOCRSpace.QtdeMatchesNomeENumeroEleitoral++;
break;
}
Console.WriteLine("{0,-15} {1,15} {2,35} {3,25} {4,20}", DateTime.Now.ToLongTimeString(),
item.NumeroEleitoral, item.NomeCandidato, "OCR.Space", item.MatchOCRSpace);
Thread.Sleep(5000);
}
#endregion
#region Microsoft Cognitive Service
foreach (var item in SantinhosPoliticos)
{
item.TextoMicrosoftCognitiveServices =
await MicrosoftCognitiveServicesHelper.UploadAndRecognizeImage(item.ImageFilePath);
item.MatchMicrosoftCognitiveServices = PesquisarCandidatoTexto(item.NomeCandidato, item.NumeroEleitoral,
item.TextoMicrosoftCognitiveServices);
// Conta a quantidade de matches para cada tipo de match.
switch (item.MatchMicrosoftCognitiveServices)
{
case MatchType.Nome:
MatchesMicrosoftCognitiveServices.QtdeMatchesNome++;
break;
case MatchType.NumeroEleitoral:
MatchesMicrosoftCognitiveServices.QtdeMatchesNumeroEleitoral++;
break;
case MatchType.NomeENumeroEleitoral:
MatchesMicrosoftCognitiveServices.QtdeMatchesNomeENumeroEleitoral++;
break;
}
Console.WriteLine("{0,-15} {1,15} {2,35} {3,25} {4,20}", DateTime.Now.ToLongTimeString(),
item.NumeroEleitoral, item.NomeCandidato, "MS Cognitive Services",
item.MatchMicrosoftCognitiveServices);
Thread.Sleep(5000);
}
#endregion
}
public async Task <ActionResult> Index(UploadFotoViewModel viewModel)
{
var validImageTypes = new[] { "image/jpeg", "image/pjpeg", "image/png" };
if (viewModel.ImageUpload == null || viewModel.ImageUpload.ContentLength == 0)
{
ModelState.AddModelError("ImageUpload", ValidationErrorMessage.OcorrenciaFotoNotNull);
}
else if (!validImageTypes.Contains(viewModel.ImageUpload.ContentType))
{
ModelState.AddModelError("ImageUpload", ValidationErrorMessage.OcorrenciaFotoInvalidFormat);
}
viewModel.TiposPropaganda = _db.TiposPropaganda.Select(x => new TipoPropagandaViewModel
{
TipoPropagandaId = x.TipoPropagandaId,
Descricao = x.Descricao
}).ToList();
if (ModelState.IsValid)
{
var extension = Path.GetExtension(viewModel.ImageUpload.FileName);
var filePath = "";
try
{
var geolocationInfo = new GeolocationInfoFileExtractor(viewModel.ImageUpload.InputStream);
var path =
Server.MapPath(
$"{WebConfigurationManager.AppSettings["DiretorioFotosSantinhos"]}{User.Identity.Name}/");
Directory.CreateDirectory(path);
filePath = $"{path}{Guid.NewGuid()}{extension}";
ViewBag.FilePath = filePath;
viewModel.ImageUpload.SaveAs(filePath);
var googleGeocoder = new GoogleGeocoder(WebConfigurationManager.AppSettings["GoogleMapsAPIKey"]);
var enderecos = googleGeocoder.ReverseGeocode(geolocationInfo.Latitude, geolocationInfo.Longitude);
var endereco =
enderecos.Where(
e =>
e.LocationType == GoogleLocationType.Rooftop ||
e.LocationType == GoogleLocationType.RangeInterpolated).Select(x => new Endereco
{
EnderecoFormatado = x.FormattedAddress,
Latitude = x.Coordinates.Latitude,
Longitude = x.Coordinates.Longitude,
Estado = x[GoogleAddressType.AdministrativeAreaLevel1].ShortName,
Cidade = x[GoogleAddressType.Locality].LongName,
CEP = x[GoogleAddressType.PostalCode].LongName,
Bairro = x[GoogleAddressType.SubLocality].LongName
}).FirstOrDefault();
var imageText = await MicrosoftCognitiveServicesHelper.UploadAndRecognizeImage(filePath);
// Busca o(s) candidato(s) da cidade onde a foto foi tirada
var candidatos = _db.Candidatos.Include(c => c.Eleicao)
.Where(c => c.DescricaoUnidadeEleitoral == endereco.Cidade && c.Eleicao.Enabled)
.ToList();
var compareInfo = CultureInfo.InvariantCulture.CompareInfo;
var match = false;
foreach (var candidato in candidatos)
{
//var matchByNomeUrna = compareInfo.IndexOf(imageText, candidato.NomeUrna, CompareOptions.IgnoreNonSpace) > -1;
//var matchByNumeroEleitoral = compareInfo.IndexOf(imageText, candidato.NumeroEleitoral.ToString(), CompareOptions.IgnoreNonSpace) > -1;
//if (matchByNomeUrna && matchByNumeroEleitoral)
// ocorrenciaTipoMatch = OcorrenciaTipoMatch.NomeUrnaENumeroEleitoral;
//else if (matchByNomeUrna)
// ocorrenciaTipoMatch = OcorrenciaTipoMatch.NomeUrna;
//else if (matchByNumeroEleitoral)
// ocorrenciaTipoMatch = OcorrenciaTipoMatch.NumeroEleitoral;
var ocorrenciaTipoMatch = PesquisarCandidatoTexto(candidato.NomeUrna, candidato.NumeroEleitoral, imageText);
if (ocorrenciaTipoMatch.HasValue)
{
match = true;
viewModel.CandidatosEncontrados.Add(candidato.NomeUrna);
_db.Ocorrencias.Add(new Ocorrencia
{
FotoPath = filePath,
TipoPropagandaId = viewModel.TipoPropaganda,
OcorrenciaTipoMatch = ocorrenciaTipoMatch,
Endereco = endereco,
CandidatoId = candidato.CandidatoId
});
}
}
if (!match)
{
_db.Ocorrencias.Add(new Ocorrencia
{
FotoPath = filePath,
TipoPropagandaId = viewModel.TipoPropaganda,
Endereco = endereco
});
}
_db.SaveChanges();
ViewBag.FotoSalva = true;
}
catch (GoogleGeocodingException)
{
if (System.IO.File.Exists(filePath))
{
System.IO.File.Delete(filePath);
}
ViewBag.ErrorMessage = ValidationErrorMessage.UploadFotoGoogleGeocodingException;
return(View(viewModel));
}
catch (Exception ex)
{
if (System.IO.File.Exists(filePath))
{
System.IO.File.Delete(filePath);
}
ViewBag.ErrorMessage = ex.Message;
return(View(viewModel));
}
}
viewModel.CandidatosEncontrados = viewModel.CandidatosEncontrados.OrderBy(c => c).ToList();
return(View(viewModel));
}