diff --git a/.gitignore b/.gitignore
index fd44ca29..2299a477 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,6 +3,8 @@
 *.csv
 *.out
 *.png
+*.jpg
+old/
 mnist/
 data/
 caffe/