private async Task <PredictionResponse> GetFramePrediction(VideoFrame request, Guid projectId, string publishedModelName) { var predictionResponse = new PredictionResponse { Timestamp = DateTime.Now, Millisecond = request.Millisecond }; using (var stream = File.OpenRead(request.FilePath)) { var response = await _predictionApi.DetectImageWithHttpMessagesAsync( projectId, publishedModelName, stream ); var objects = new List <PredictionObjectResponse>(); foreach (var prediction in response.Body.Predictions) { var predictionObjectResponse = new PredictionObjectResponse { Label = prediction.TagName, Confidence = prediction.Probability, BoundingBox = new BoundingBox { Height = prediction.BoundingBox.Height, Width = prediction.BoundingBox.Width, Top = prediction.BoundingBox.Top, Left = prediction.BoundingBox.Left } }; if (predictionObjectResponse.Confidence > 0.7) { objects.Add(predictionObjectResponse); } } predictionResponse.PredictionObjects = objects; } return(predictionResponse); }