diff --git a/openbr/core/core.cpp b/openbr/core/core.cpp
index 6b63c3a..1d5c353 100644
--- a/openbr/core/core.cpp
+++ b/openbr/core/core.cpp
@@ -180,7 +180,7 @@ struct AlgorithmCore
 
     void retrieveOrEnroll(const File &file, QScopedPointer<Gallery> &gallery, FileList &galleryFiles)
     {
-        if ((file.suffix() == "gal") || (file.suffix() == "mem") || (file.suffix() == "template")) {
+        if (!file.getBool("enroll") && (QStringList() << "gal" << "mem" << "template").contains(file.suffix())) {
             // Retrieve it
             gallery.reset(Gallery::make(file));
             galleryFiles = gallery->files();