diff --git a/app/src/main/java/com/quillstudios/pokegoalshelper/YOLOOnnxDetector.kt b/app/src/main/java/com/quillstudios/pokegoalshelper/YOLOOnnxDetector.kt
index 911464f..be01899 100644
--- a/app/src/main/java/com/quillstudios/pokegoalshelper/YOLOOnnxDetector.kt
+++ b/app/src/main/java/com/quillstudios/pokegoalshelper/YOLOOnnxDetector.kt
@@ -21,7 +21,7 @@ class YOLOOnnxDetector(private val context: Context) {
         private const val TAG = "YOLOOnnxDetector"
         private const val MODEL_FILE = "best.onnx"
         private const val INPUT_SIZE = 640
-        private const val CONFIDENCE_THRESHOLD = 0.45f // Lowered to match .pt model detection levels
+        private const val CONFIDENCE_THRESHOLD = 0.25f // Temporarily lowered for shiny icon debugging
         private const val NMS_THRESHOLD = 0.3f // More aggressive merging of overlapping boxes
         private const val NUM_CHANNELS = 3
         private const val NUM_DETECTIONS = 8400 // YOLOv8 default
@@ -39,6 +39,9 @@ class YOLOOnnxDetector(private val context: Context) {
         var DEBUG_CLASS_FILTER: String? = null // Set to class name to show only that class
         var SHOW_ALL_CONFIDENCES = false // Show all detections with their confidences
         
+        // Special debug mode for shiny icon investigation
+        var DEBUG_SHINY_DETECTION = true // Enable detailed shiny icon debugging
+        
         fun setCoordinateMode(mode: String) {
             COORD_TRANSFORM_MODE = mode
             Log.i(TAG, "🔧 Coordinate transform mode changed to: $mode")
@@ -774,6 +777,11 @@ class YOLOOnnxDetector(private val context: Context) {
                 Log.d(TAG, "🔍 [DEBUG] Class: $className (ID: $classId), Confidence: %.3f, Original: %.3f".format(mappedConfidence, confidence))
             }
             
+            // Special debug logging for shiny icon (class 50)
+            if (DEBUG_SHINY_DETECTION && (classId == 50 || className == "shiny_icon") && mappedConfidence > 0.05f) {
+                Log.w(TAG, "✨ [SHINY DEBUG] Found shiny_icon candidate! ClassID: $classId, Confidence: %.4f (mapped: %.4f), Coords: [%.1f,%.1f,%.1f,%.1f]".format(confidence, mappedConfidence, x1, y1, x2, y2))
+            }
+            
             // Apply class filtering if set
             val passesClassFilter = DEBUG_CLASS_FILTER == null || DEBUG_CLASS_FILTER == className
             
@@ -1106,6 +1114,11 @@ class YOLOOnnxDetector(private val context: Context) {
                 Log.d(TAG, "🔍 [DEBUG] Class: $className (ID: $classId), Confidence: %.3f, Original: %.3f".format(mappedConfidence, confidence))
             }
             
+            // Special debug logging for shiny icon (class 50)
+            if (DEBUG_SHINY_DETECTION && (classId == 50 || className == "shiny_icon") && mappedConfidence > 0.05f) {
+                Log.w(TAG, "✨ [SHINY DEBUG] Found shiny_icon candidate! ClassID: $classId, Confidence: %.4f (mapped: %.4f), Coords: [%.1f,%.1f,%.1f,%.1f]".format(confidence, mappedConfidence, x1, y1, x2, y2))
+            }
+            
             // Apply class filtering if set
             val passesClassFilter = DEBUG_CLASS_FILTER == null || DEBUG_CLASS_FILTER == className