diff --git a/install/frigate-install.sh b/install/frigate-install.sh
index 4399c6ca5..5c1f4b29f 100644
--- a/install/frigate-install.sh
+++ b/install/frigate-install.sh
@@ -289,7 +289,7 @@ detect:
   enabled: false
 EOF
 
-if grep -q -o -m1 -E 'avx[^ ]*|sse4_2' /proc/cpuinfo; then
+if grep -q -o -m1 -E 'avx[^ ]*|sse4_2' /proc/cpuinfo && [[ -f /openvino-model/ssdlite_mobilenet_v2.xml ]] && [[ -f /openvino-model/coco_91cl_bkgr.txt ]]; then
   cat <<EOF >>/config/config.yml
 ffmpeg:
   hwaccel_args: auto