string BuildOutputString(DachshundModelOutput evalOutput, string key)
{
var result = "no";
if (evalOutput.loss[key] > 0.25f)
{
result = $"{evalOutput.loss[key]:N2}";
}
return(result);
}
async Task ProcessOutputAsync(DachshundModelOutput evalOutput)
{
string category = evalOutput.classLabel.FirstOrDefault() ?? "none";
string dog = $"{BuildOutputString(evalOutput, "dog")}";
string pony = $"{BuildOutputString(evalOutput, "pony")}";
// NB: Spelling mistake is built into model!
string dachshund = $"{BuildOutputString(evalOutput, "daschund")}";
string averageFrameDuration =
this.frameCount == 0 ? "n/a" : $"{(this.timer.ElapsedMilliseconds / this.frameCount):N0}";
UnityEngine.WSA.Application.InvokeOnAppThread(
() =>
{
this.textDisplay.text =
$"dachshund {dachshund} dog {dog} pony {pony}\navg time {averageFrameDuration}";
},
false
);
}
