diff --git a/scripts/ocr-image.sh b/scripts/ocr-image.sh
index 363d5ae..e88afd9 100755
--- a/scripts/ocr-image.sh
+++ b/scripts/ocr-image.sh
@@ -2,8 +2,5 @@
 
 in=$1
 out=$(dirname "$in")/$(basename -- "$in" ".${in##*.}").pdf
-tmp=$(mktemp --suffix=.pdf)
 
-magick "$in" "$tmp"
-ocrmypdf $tmp "$out"
-rm "$tmp"
+img2pdf --auto-orient "$in" | ocrmypdf --language eng+nld --tesseract-pagesegmode 11 - "$out"