Add image search notebook

README.md

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+  <!-- ------------------------------------------------------------------- -->
+
+  <tr>
+      <td rowspan="3" width="160">
+      <a href="https://visual-layer.readme.io/docs/image-search">
+              <img src="gallery/product-matching.png" width="256">
+      </a>
+      </td>
+      <td rowspan="3">
+        <b>Image Search:</b> In this tutorial, learn how to use fastdup to search through large image datasets for duplicates/similar images using a query image. Runs on CPU!
+      </td>
+      <td align="center" width="80">
+          <a href="https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/image-search.ipynb">
+              <img src="./gallery/nbviewer_logo.svg" height="34">
+          </a>
+      </td>
+  </tr>
+  <tr>
+      <td align="center">
+          <a href="https://github.com/visual-layer/fastdup/blob/main/examples/image-search.ipynb">
+              <img src="./gallery/github_logo.png" height="32">
+          </a>
+      </td>
+  </tr>
+  <tr>
+      <td align="center">
+          <a href="https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/image-search.ipynb">
+              <img src="./gallery/colab_logo.png" height="28">
+          </a>
+      </td>
+  </tr> 
 </table>