public void LoadClassifier(string classifierPath)
{
if (!File.Exists(classifierPath))
{
throw new FileNotFoundException($"Could not find the path `{classifierPath}`");
}
this.classifier = CRFClassifier.getClassifier(classifierPath);
}
void Start()
{
singleton = this;
if (!System.IO.File.Exists(model))
{
throw new Exception($"Check path to the model file '{model}'");
}
// Load our custom directional classifier
spatialClassifier = CRFClassifier.getClassifier(customModelDirectory + @"/spatialDirectionModel.gaz.ser.gz");
// Loading POS Tagger
MaxentTagger tagger = new MaxentTagger(model);
var sentences = MaxentTagger.tokenizeText(new java.io.StringReader(input)).toArray();
foreach (java.util.ArrayList sentence in sentences)
{
var taggedSentence = tagger.tagSentence(sentence);
Debug.Log(SentenceUtils.listToString(taggedSentence, false));
debugDisplay.text = (SentenceUtils.listToString(taggedSentence, false));
String previousNoun = null;
String connectingPhrase = "";
foreach (var x in taggedSentence.toArray())
{
String taggedWord = x.ToString();
String word = taggedWord.Split('/').FirstOrDefault();
if (taggedWord.Contains("/NN") &&
false == (spatialClassifier as CRFClassifier).classifyToString($"{connectingPhrase} {word}")
?.Split(' ').Where(s => !s.Contains("/0")).Where(s2 => s2.Split('/').First() == word).Any())
{
nounStack += ((nounStack.ToArray().Any()) ? " " : "") + word;
lastIsPlural |= taggedWord.Contains("/NNS");
}
else
{
if (nounStack != "")
{
var id = getModelId(nounStack);
Debug.Log($"Found id for {nounStack}");
debugDisplay.text = $"Found id for {nounStack}";
if (id != null)
{
sceneObjects.Add(new sceneObject(nounStack, id, lastIsPlural, (previousNoun == null), !sceneObjects.Where(s => s.name == nounStack).Any(), parseDirection(previousNoun, connectingPhrase)));
}
connectingPhrase = "";
previousNoun = word;
nounStack = "";
}
connectingPhrase += ((!connectingPhrase.ToCharArray().Any()) ? "" : " ") + word;
}
}
if (nounStack != "")
{
var id = getModelId(nounStack);
Debug.Log($"Found id for {nounStack}");
debugDisplay.text = $"Found id for {nounStack}";
if (id != null)
{
sceneObjects.Add(new sceneObject(nounStack, id, lastIsPlural, (previousNoun == null), !sceneObjects.Where(s => s.name == nounStack).Any(), parseDirection(previousNoun, connectingPhrase)));
}
}
}
// Once we have all our ids start downloading the models
// download = https://archive3d.net/?a=download&do=get&id={modelId}
// Set up dictonary of locations
var uniqueOnes = sceneObjects.Where(u => u.unique);
foreach (var sceneObj in uniqueOnes)
{
sceneObject.namedModels.Add(sceneObj.name, null);
}
DownloadFiles();
beginCheck = true;
}