private async Task ShowPredictionResults(CustomVisionModelOutput output, double latency)
{
List <Tuple <string, float> > result = output.GetPredictionResult();
Tuple <string, float> topMatch = result?.Where(x => x.Item2 > MinProbabilityValue)?.OrderByDescending(x => x.Item2).FirstOrDefault();
// Update tags in the result panel
if (topMatch != null && topMatch.Item1 != "Negative")
{
if (_lastMatchLabel != topMatch.Item1)
{
_lastMatchLabel = topMatch.Item1;
// if we want to only send alerts when a detected class changes, use this line instead
//IoTHubHelper.Instance.SendDetectedClassAlertToCloudsync(topMatch.Item1, topMatch.Item2);
UpdateSenseHatLights(lightsOn: true);
}
await IoTHubWrapper.Instance.SendDetectedClassAlertToCloudAsync(topMatch.Item1, Math.Round(topMatch.Item2, 2));
await UpdateStatus("Scoring", $"{topMatch.Item1} ({Math.Round(topMatch.Item2 * 100)}%)", $"{Math.Round(1000 / latency)}fps", sendMessageToIoTHub : false);
}
else
{
_lastMatchLabel = null;
UpdateSenseHatLights(lightsOn: false);
await UpdateStatus("Scoring", "Nothing detected", $"{Math.Round(1000 / latency)}fps");
}
}
private async Task ShowPredictionResults(CustomVisionModelOutput output, double latency)
{
string fpsValue = latency > 0 ? $"{Math.Round(1000 / latency)} fps" : string.Empty;
List <Tuple <string, float> > result = output.GetPredictionResult();
Tuple <string, float> topMatch = result?.Where(x => x.Item2 > MinProbabilityValue)?.OrderByDescending(x => x.Item2).FirstOrDefault();
// Update tags in the result panel
if (topMatch != null && topMatch.Item1 != CustomVisionServiceWrapper.NegativeTag)
{
await UpdateStatus(topMatch.Item1, Math.Round(topMatch.Item2 * 100), fpsValue);
}
else
{
await UpdateStatus("Nothing detected", details : fpsValue);
}
}
