- **refactor(main):** migrate static HTML to React components

- **feat(ui):** implement `AcknowledgeButton` component for acknowledging images
- **feat(stats):** add dashboard stats for total images, pending updates, and acknowledged status
- **chore(deps):** introduce `bun` dependency management and add required libraries
- **style(ui):** enhance UI with Tailwind-based components and modularity improvements
- **chore:** add drag-and-drop tag assignment using `@dnd-kit/core`

frontend/public/favicon.svg

@@ -0,0 +1,7 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="white" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round">
+  <path d="M22 7.7c0-.6-.4-1.2-.8-1.5l-6.3-3.9a1.72 1.72 0 0 0-1.7 0l-10.3 6c-.5.2-.9.8-.9 1.4v6.6c0 .5.4 1.2.8 1.5l6.3 3.9a1.72 1.72 0 0 0 1.7 0l10.3-6c.5-.3.9-1 .9-1.5Z"/>
+  <path d="M10 21.9V14L2.1 9.1"/>
+  <path d="m10 14 11.9-6.9"/>
+  <path d="M14 19.8v-8.1"/>
+  <path d="M18 17.5V9.4"/>
+</svg>