diff --git a/.gitignore b/.gitignore
index 72364f9..f078363 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,8 @@
+# NeuralEnhance
+train/
+valid/
+*.pkl.bz2
+
 # Byte-compiled / optimized / DLL files
 __pycache__/
 *.py[cod]
diff --git a/vgg19_conv.pkl.bz2 b/vgg19_conv.pkl.bz2
deleted file mode 120000
index a223846..0000000
--- a/vgg19_conv.pkl.bz2
+++ /dev/null
@@ -1 +0,0 @@
-../neural-doodle/vgg19_conv.pkl.bz2
\ No newline at end of file