Fix Run All Tests to use last detection result for dynamic messaging

✅ Fixed Logic:
- Reverted hardcoded image back to memory image (training/memory/out1.png)
- Added lastDetectionResult global variable to track last detection
- Run All Tests now uses the last detection result (from upload or hardcoded test)

✅ Dynamic Behavior:
- Upload image with memory → Run All Tests shows '✅ Found X memory modules'
- Upload image without memory → Run All Tests shows '❌ No memory modules'
- No previous upload → Run All Tests uses hardcoded image (with memory)

✅ Workflow:
1. User uploads image without memory → detects 0 modules
2. User clicks 'Run All Tests' → shows '❌ No memory modules'
3. User uploads image with memory → detects X modules
4. User clicks 'Run All Tests' → shows '✅ Found X memory modules'

✅ Reset Logic:
- lastDetectionResult reset when file upload is reset
- Clean state management between different uploads

Now the Run All Tests correctly reflects the last detection result

main.py

@@ -37,7 +37,7 @@ MODEL_PATH = 'runs/detect/memory_module_detection/weights/best.pt'
 detector = MemoryModuleDetector(MODEL_PATH)
 
 # Hardcoded test image path
-HARDCODED_IMAGE_PATH = 'training/no_memory/out1.png'
+HARDCODED_IMAGE_PATH = 'training/memory/out1.png'
 
 def allowed_file(filename):
     """Check if file extension is allowed."""

static/script.js

@@ -2,6 +2,7 @@
 
 const API_BASE_URL = 'http://localhost:5002';
 let uploadedFile = null;
+let lastDetectionResult = null;
 
 // Initialize the application
 document.addEventListener('DOMContentLoaded', function() {
@@ -210,6 +211,7 @@ function handleFile(file) {
 
 function resetFileUpload() {
     uploadedFile = null;
+    lastDetectionResult = null; // Reset last detection result
 
     // Reset upload area HTML
     const uploadArea = document.getElementById('uploadArea');
@@ -272,6 +274,8 @@ async function processUploadedImage() {
         hideLoading();
 
         if (result.success) {
+            // Store the last detection result for Run All Tests
+            lastDetectionResult = result;
             displayResults(result, 'Uploaded Image Detection');
             // Add option to upload another file
             addUploadAnotherOption();
@@ -313,6 +317,8 @@ async function testHardcodedImage() {
         hideLoading();
 
         if (result.success) {
+            // Store the last detection result for Run All Tests
+            lastDetectionResult = result;
             displayResults(result, 'Hardcoded Image Test');
         } else {
             alert(`Test failed: ${result.error}`);
@@ -402,25 +408,40 @@ async function runAllTests() {
         });
     }
     
-    // Test 2: Image with Memory Modules
-    try {
-        const response = await fetch(`${API_BASE_URL}/detect/hardcoded`);
-        const result = await response.json();
+    // Test 2: Image with Memory Modules (use last detection result if available)
+    if (lastDetectionResult) {
+        // Use the last detection result from uploaded/tested image
         testResults.push({
             name: 'Image with Memory Modules',
-            success: result.success,
-            message: result.success ?
-                (result.num_detections > 0 ?
-                    `✅ Found ${result.num_detections} memory modules` :
+            success: lastDetectionResult.success,
+            message: lastDetectionResult.success ?
+                (lastDetectionResult.num_detections > 0 ?
+                    `✅ Found ${lastDetectionResult.num_detections} memory modules` :
                     `❌ No memory modules`) :
-                `❌ Error: ${result.error}`
-        });
-    } catch (error) {
-        testResults.push({
-            name: 'Image with Memory Modules',
-            success: false,
-            message: `❌ Error: ${error.message}`
+                `❌ Error: ${lastDetectionResult.error}`
         });
+    } else {
+        // Fallback to hardcoded test if no previous detection
+        try {
+            const response = await fetch(`${API_BASE_URL}/detect/hardcoded`);
+            const result = await response.json();
+            lastDetectionResult = result; // Store for future use
+            testResults.push({
+                name: 'Image with Memory Modules',
+                success: result.success,
+                message: result.success ?
+                    (result.num_detections > 0 ?
+                        `✅ Found ${result.num_detections} memory modules` :
+                        `❌ No memory modules`) :
+                    `❌ Error: ${result.error}`
+            });
+        } catch (error) {
+            testResults.push({
+                name: 'Image with Memory Modules',
+                success: false,
+                message: `❌ Error: ${error.message}`
+            });
+        }
     }
 
     // Test 3: API Information