diff --git a/.gitignore b/.gitignore
index f3436fe1fd3e8a7064887098b38e50dfda48b27d..424372951532c6bfb3fea721aa38a0dcd660d034 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,9 +1,11 @@
-*.jpg
+
 .DS_Store
 
 # Data
 data/*
 transfer_learning/hymenoptera_data/*
+hymenoptera_data/
+hymenoptera_data.zip/
 
 # Torch model
 *.pt
diff --git a/cerf.jpg b/cerf.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..873b9135ea7b99accd3874f743230f55e738644c
Binary files /dev/null and b/cerf.jpg differ
diff --git a/ours.jpg b/ours.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ff3b85651179205a0914993b603e224f74559320
Binary files /dev/null and b/ours.jpg differ