diff --git a/README.md b/README.md
index 189de857e25b6d63cabcd05383db5df890946b6e..3139159479d5064d0efd11ac791de683d085be70 100644
--- a/README.md
+++ b/README.md
@@ -22,7 +22,8 @@ Once the site has been added, updating Fiji should cause it to download and inst
 
 ## Visual examples
 
-Add images 
+![Drag Racing](doc/1_eigenpsf.png)
+
 
 ## Future releases
 
diff --git a/doc/1_eigenpsf.png b/doc/1_eigenpsf.png
new file mode 100644
index 0000000000000000000000000000000000000000..4fec6acc38171924a1bec51da32dffc96d9f5ffc
Binary files /dev/null and b/doc/1_eigenpsf.png differ
diff --git a/doc/2_dragimage.png b/doc/2_dragimage.png
new file mode 100644
index 0000000000000000000000000000000000000000..635f56fc9d1f90d8c7d9152e29598a548ef8f81f
Binary files /dev/null and b/doc/2_dragimage.png differ
diff --git a/doc/3_display.png b/doc/3_display.png
new file mode 100644
index 0000000000000000000000000000000000000000..40e2c1b8d946fb2ae8f6d72b411e917218f60b7d
Binary files /dev/null and b/doc/3_display.png differ
diff --git a/doc/4_getroi.png b/doc/4_getroi.png
new file mode 100644
index 0000000000000000000000000000000000000000..9b24840583b26061871383ac64261245486f935d
Binary files /dev/null and b/doc/4_getroi.png differ
diff --git a/doc/4_set_parameters.png b/doc/4_set_parameters.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c7e3652bdc302d8b83a07892e0e2fd4dc304210
Binary files /dev/null and b/doc/4_set_parameters.png differ
diff --git a/doc/5_after_detection.png b/doc/5_after_detection.png
new file mode 100644
index 0000000000000000000000000000000000000000..89a79eff0c444d6d340e3c06a2d2f5ab5adb5749
Binary files /dev/null and b/doc/5_after_detection.png differ
diff --git a/doc/5_preprocessing.png b/doc/5_preprocessing.png
new file mode 100644
index 0000000000000000000000000000000000000000..44e6ec933e32966d603deeb39c7058e65ba44a70
Binary files /dev/null and b/doc/5_preprocessing.png differ
diff --git a/doc/6_eigenpsf_montage.png b/doc/6_eigenpsf_montage.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae5d4d3891058118fa14ea0bdd7f5133852af834
Binary files /dev/null and b/doc/6_eigenpsf_montage.png differ
diff --git a/doc/7_output.png b/doc/7_output.png
new file mode 100644
index 0000000000000000000000000000000000000000..5aa3db25c516c029cfce7bfdfa45a5f63cfed6a9
Binary files /dev/null and b/doc/7_output.png differ
diff --git a/doc/8_valid_invalid.png b/doc/8_valid_invalid.png
new file mode 100644
index 0000000000000000000000000000000000000000..74b77164bc6dd06dd2cf9acae0f94569e14bf50d
Binary files /dev/null and b/doc/8_valid_invalid.png differ
diff --git a/doc/eigen_fiji.png b/doc/eigen_fiji.png
new file mode 100644
index 0000000000000000000000000000000000000000..42c7d3fed0edaa76104466f674cde9e74f46f358
Binary files /dev/null and b/doc/eigen_fiji.png differ