Make everything use fragments

2026-06-09 00:37:59 -06:00 · 2024-07-28 15:49:44 -06:00
parent b5562a4cf9
commit f9810139f0
45 changed files with 1358 additions and 1585 deletions
@@ -0,0 +1,55 @@
+package com.astatin3.scoutingapp2025.utility;
+
+import android.content.Context;
+
+import org.tensorflow.lite.support.label.Category;
+import org.tensorflow.lite.task.text.nlclassifier.NLClassifier;
+
+import java.util.List;
+
+public class SentimentAnalysis {
+    private static NLClassifier textClassifier;
+
+    public static void init(Context context){
+        try {
+            textClassifier = NLClassifier.createFromFile(context, "text_classification_v2.tflite");
+        } catch (Exception e) {
+            AlertManager.error(e);
+        }
+    }
+
+    public interface resultCallback {
+        public void onFinish(float data);
+    }
+
+    public static void analyse(String input, resultCallback result){
+        new Thread(new Runnable() {
+            @Override
+            public void run() {
+                List<Category> results = textClassifier.classify(input);
+
+                for(int i = 0; i < results.size(); i++){
+                    Category cat = results.get(i);
+                    switch (cat.getLabel()){
+                        case "Positive":
+                            result.onFinish(cat.getScore());
+                            break;
+                    }
+                }
+            }
+        }).start();
+    }
+
+    public static float analyse_sync(String input){
+        List<Category> results = textClassifier.classify(input);
+
+        for(int i = 0; i < results.size(); i++){
+            Category cat = results.get(i);
+            switch (cat.getLabel()){
+                case "Positive":
+                    return cat.getScore();
+            }
+        }
+        return 0;
+    }
+}