// This method gets called by the runtime. Use this method to add services to the container.
public void ConfigureServices(IServiceCollection services)
{
services.AddControllersWithViews();
var pathModel = ConsumeModel.GetAbsolutePath("MLModel.zip");
services.AddPredictionEnginePool <ModelInput, ModelOutput>().FromFile(pathModel);
}
public async Task <IActionResult> ClasificarImagen(ImageClassification imageClassification)
{
string pathPrediction = @"..\..\..\..\..\data\Predict\";
string pathImgPredict = Path.Combine(pathPrediction, imageClassification.ImgFile.FileName);
pathImgPredict = ConsumeModel.GetAbsolutePath(pathImgPredict);
using (var stream = System.IO.File.Create(pathImgPredict))
{
await imageClassification.ImgFile.CopyToAsync(stream);
}
imageClassification.ImageData = new ModelInput()
{
ImageSource = pathImgPredict,
Label = "Desconocido",
};
imageClassification.ImagePrediction = new ModelOutput();
imageClassification.ImagePrediction = QueTipoDeProductoEs(imageClassification.ImageData);
return(View(imageClassification));
}