Update app.py

app.py

@@ -14,6 +14,7 @@ from typing import List, Dict, Any, Optional
 from ultralytics import YOLO
 import piexif
 import zipfile
+import base64
 
 os.environ["YOLO_CONFIG_DIR"] = "/tmp/Ultralytics"
 logging.basicConfig(filename="app.log", level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s")
@@ -299,14 +300,21 @@ def generate_report(
         f"- DAMS Dashboard: `/project_xyz/dams/{datetime.now().strftime('%Y%m%d')}`",
         "",
         "## 14. Captured Images",
-        "Below are the images from the captured frames directory showing detected issues:",
+        "Below are the embedded images from the captured frames directory showing detected issues:",
         ""
     ])
 
     for image_path in detected_issues:
         if os.path.exists(image_path):
             image_name = os.path.basename(image_path)
-            report_content.append(f"![Captured image at {image_name}](captured_frames/{image_name})")
+            try:
+                with open(image_path, "rb") as image_file:
+                    base64_string = base64.b64encode(image_file.read()).decode('utf-8')
+                report_content.append(f"![{image_name}](data:image/jpeg;base64,{base64_string})")
+                report_content.append(f"**Image: {image_name}**")
+                report_content.append("")
+            except Exception as e:
+                log_entries.append(f"Error: Failed to encode image {image_name} to base64: {str(e)}")
 
     try:
         with open(report_path, 'w') as f: