diff --git a/pages/ai.image.generation.md b/pages/ai.image.generation.md
index b5cb31d..02aa4cf 100644
--- a/pages/ai.image.generation.md
+++ b/pages/ai.image.generation.md
@@ -10,6 +10,9 @@
 	- https://www.craiyon.com/
 	- https://huggingface.co/spaces/dalle-mini/dalle-mini
 
+##### abstract
+- https://huggingface.co/spaces/Joshagibby/Samila-Visual-Waves
+
 #### other / commercial
 
 ##### midjourney AI
@@ -20,6 +23,8 @@
 
 [[ai.image.processing]]
 
+#### online abstract
+
 ### video
 - https://app.pictory.ai/textinput