public async Task SavePhotosPredictionsAsync()
{
var trainPhotosPaths = (await GetPhotosPathsByFileAsync(_trainPhotosFileLocation)).ToList();
var testPhotosPaths = (await GetPhotosPathsByFileAsync(_testPhotosFileLocation)).ToList();
var photos = trainPhotosPaths.Union(testPhotosPaths).ToList();
if (photos.Count != photos.Distinct().Count())
{
throw new Exception("Duplicates photos found!");
}
var samplePhotos = new List <SamplePhoto>();
var predictions = await _photoProcessingService.ComputePredictionsAsync(photos);
foreach (var location in photos)
{
var name = GetPhotoName(location);
var description = await GetPhotoDescriptionAsync(name);
var prediction = predictions.ElementAt(photos.IndexOf(location)).ToArray();
var samplePhoto = new SamplePhoto(name, location, description, prediction);
samplePhotos.Add(samplePhoto);
}
await _samplePhotoRepository.DeleteAsync(samplePhoto => true);
foreach (var samplePhoto in samplePhotos)
{
await _samplePhotoRepository.CreateAsync(samplePhoto);
}
}
public ClusterSamplePhoto(SamplePhoto samplePhoto)
{
SamplePhoto = samplePhoto;
}