protected void PredictDataUsingModel(string imagesLocation,
string imagesFolder,
PredictionEngine <ImageNetData, ImageNetPrediction> model)
{
Console.WriteLine($"Tags file location: {imagesLocation}");
Console.WriteLine("");
Console.WriteLine("=====Identify the objects in the images=====");
Console.WriteLine("");
var testData = ImageNetData.ReadFromCsv(imagesLocation, imagesFolder);
foreach (var sample in testData)
{
var probs = model.Predict(sample).PredictedLabels;
IList <YoloBoundingBox> boundingBoxes = _parser.ParseOutputs(probs);
var filteredBoxes = _parser.NonMaxSuppress(boundingBoxes, 5, .5F);
Console.WriteLine(".....The objects in the image {0} are detected as below....", sample.Label);
foreach (var box in filteredBoxes)
{
Console.WriteLine(box.Label + " and its Confidence score: " + box.Confidence);
}
Console.WriteLine("");
}
}
