diff --git a/.gitignore b/.gitignore
index e926610..34f666e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -48,5 +48,6 @@ requirements_tmp_for_setup.txt
 presets/*/user_presets/*
 inputs
 outputs
-dataset
-!dataset/.gitkeep
\ No newline at end of file
+dataset/**
+!dataset/**/
+!dataset/**/.gitkeep
diff --git a/dataset/.gitkeep b/dataset/images/.gitkeep
similarity index 100%
rename from dataset/.gitkeep
rename to dataset/images/.gitkeep
diff --git a/dataset/logs/.gitkeep b/dataset/logs/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/dataset/outputs/.gitkeep b/dataset/outputs/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/dataset/regularization/.gitkeep b/dataset/regularization/.gitkeep
new file mode 100644
index 0000000..e69de29