private void _worker_DoWork(object sender, DoWorkEventArgs e)
{
int fileIndex = 1;
foreach (var file in Directory.GetFiles(FilePath))
{
if (ServiceRunning && System.IO.Path.GetExtension(file).ToLower() == ".jpg")
{
_worker.ReportProgress(fileIndex++, file);
var result = scoreSingleImage(file);
var fires = result.labels.Where((l) => l == 1);
var imageLocation = BingMapsRestServices.GetLatLongFromImage(file);
if (imageLocation == null)
{
imageLocation = new double[] { 0, 0 }
}
;
else
{
CoveredArea.Add(new LocationMark()
{
Latitude = imageLocation[0],
Longitude = imageLocation[1]
});
}
if (fires.Count() > 0)
{
DetectedFires.Add(new LocationMark(imageLocation[0], imageLocation[1], file, filterResults(result)));
}
}
}
}
private void _worker_DoWorkByBatch(object sender, DoWorkEventArgs e)
{
int fileIndex = 0;
int batchIndex = 0;
var allFiles = Directory.GetFiles(FilePath);
bool filesLeft = allFiles.Count() > 0;
while (filesLeft)
{
var batch = allFiles.Skip(batchIndex * Settings.IMAGE_BATCH_SIZE).Take(Settings.IMAGE_BATCH_SIZE);
var batchResults = scoreImageBatch(batch);
foreach (var result in batchResults)
{
var scoreFile = allFiles.First((f) => System.IO.Path.GetFileName(f) == result.fileName);
var fires = result.labels.Where((l) => l == 1);
var imageLocation = BingMapsRestServices.GetLatLongFromImage(scoreFile);
if (imageLocation == null)
{
imageLocation = new double[] { 0, 0 }
}
;
else
{
CoveredArea.Add(new LocationMark()
{
Latitude = imageLocation[0],
Longitude = imageLocation[1]
});
}
if (fires.Count() > 0)
{
var filteredScores = filterResults(result);
if (filteredScores.labels.Any())
{
DetectedFires.Add(new LocationMark(imageLocation[0], imageLocation[1], scoreFile, filteredScores));
}
}
_worker.ReportProgress((int)Math.Ceiling((decimal)fileIndex / allFiles.Count() * 100), scoreFile);
fileIndex++;
}
batchIndex++;
filesLeft = batchIndex * Settings.IMAGE_BATCH_SIZE < allFiles.Count();
}
}