diff --git a/debian/raspi-config.install b/debian/raspi-config.install
index e84e616..b94ecf5 100644
--- a/debian/raspi-config.install
+++ b/debian/raspi-config.install
@@ -1,2 +1,3 @@
 raspi-config /usr/bin
 autologin@.service /etc/systemd/system
+init_resize.sh /usr/lib/raspi-config
diff --git a/init_resize.sh b/init_resize.sh
new file mode 100755
index 0000000..f7fde34
--- /dev/null
+++ b/init_resize.sh
@@ -0,0 +1,150 @@
+#!/bin/sh
+
+reboot_pi () {
+  umount /boot
+  sync
+  echo b > /proc/sysrq-trigger
+  sleep 5
+  exit 0
+}
+
+check_commands () {
+  if ! command -v whiptail > /dev/null; then
+      echo ="whiptail not found"
+      sleep 5
+      return 1
+  fi
+  for COMMAND in grep cut sed parted fdisk; do
+    if ! command -v $COMMAND > /dev/null; then
+      FAIL_REASON="$COMMAND not found"
+      return 1
+    fi
+  done
+  return 0
+}
+
+check_noobs () {
+  if [ "$BOOT_PART_DEV" = "/dev/mmcblk0p1" ]; then
+    NOOBS=0
+  else
+    NOOBS=1
+  fi
+}
+
+get_variables () {
+  ROOT_PART_DEV=`grep -Eo 'root=[[:graph:]]+' /proc/cmdline | cut -d "=" -f 2-`
+  ROOT_PART_NAME=`echo $ROOT_PART_DEV | cut -d "/" -f 3`
+  ROOT_DEV_NAME=`echo /sys/block/*/${ROOT_PART_NAME} | cut -d "/" -f 4`
+  ROOT_DEV="/dev/${ROOT_DEV_NAME}"
+  ROOT_PART_NUM=`cat /sys/block/${ROOT_DEV_NAME}/${ROOT_PART_NAME}/partition`
+
+  BOOT_PART_DEV=`cat /proc/mounts | grep " /boot " | cut -d " " -f 1`
+  BOOT_PART_NAME=`echo $BOOT_PART_DEV | cut -d "/" -f 3`
+  BOOT_DEV_NAME=`echo /sys/block/*/${BOOT_PART_NAME} | cut -d "/" -f 4`
+  BOOT_PART_NUM=`cat /sys/block/${BOOT_DEV_NAME}/${BOOT_PART_NAME}/partition`
+
+  check_noobs
+
+  ROOT_DEV_SIZE=`cat /sys/block/${ROOT_DEV_NAME}/size`
+  TARGET_END=`expr $ROOT_DEV_SIZE - 1`
+
+  PARTITION_TABLE=`parted -m $ROOT_DEV unit s print | tr -d 's'`
+
+  LAST_PART_NUM=`echo "$PARTITION_TABLE" | tail -n 1 | cut -d ":" -f 1`
+
+  ROOT_PART_LINE=`echo "$PARTITION_TABLE" | grep -e "^${ROOT_PART_NUM}:"`
+  ROOT_PART_START=`echo $ROOT_PART_LINE | cut -d ":" -f 2`
+  ROOT_PART_END=`echo $ROOT_PART_LINE | cut -d ":" -f 3`
+
+  if [ "$NOOBS" = "1" ]; then
+    EXT_PART_LINE=`echo "$PARTITION_TABLE" | grep ":::;" | head -n 1`
+    EXT_PART_NUM=`echo $EXT_PART_LINE | cut -d ":" -f 1`
+    EXT_PART_START=`echo $EXT_PART_LINE | cut -d ":" -f 2`
+    EXT_PART_END=`echo $EXT_PART_LINE | cut -d ":" -f 3`
+  fi
+}
+
+check_variables () {
+  if [ "$NOOBS" = "1" ]; then
+    if [ $EXT_PART_NUM -gt 4 ] || \
+       [ $EXT_PART_START -gt $ROOT_PART_START ] || \
+       [ $EXT_PART_END -lt $ROOT_PART_END ]; then
+      FAIL_REASON="Unsupported extended partition"
+      return 1
+    fi
+  fi
+
+  if [ $ROOT_PART_NUM -ne $LAST_PART_NUM ]; then
+    FAIL_REASON="Root partition should be last partition"
+    return 1
+  fi
+
+  if [ $ROOT_PART_END -gt $TARGET_END ]; then
+    FAIL_REASON="Root partition runs past the end of device"
+    return 1
+  fi
+
+  if [ ! -b $ROOT_DEV ] || [ ! -b $ROOT_PART_DEV ] || [ ! -b $BOOT_PART_DEV ] ; then
+    FAIL_REASON="Could not determine partitions"
+    return 1
+  fi
+}
+
+main () {
+  get_variables
+
+  if ! check_variables; then
+    return 1
+  fi
+
+  if [ "$NOOBS" = "1" ]; then
+    BCM_MODULE=`cat /proc/cpuinfo | grep -e "^Hardware" | cut -d ":" -f 2 | tr -d " " | tr '[:upper:]' '[:lower:]'`
+    if ! modprobe $BCM_MODULE; then
+      FAIL_REASON="Couldn't load BCM module $BCM_MODULE"
+      return 1
+    fi
+    echo $BOOT_PART_NUM > /sys/module/${BCM_MODULE}/parameters/reboot_part
+  fi
+
+  if [ $ROOT_PART_END -eq $TARGET_END ]; then
+    reboot_pi
+  fi
+
+  if [ "$NOOBS" = "1" ]; then
+    if ! parted -m $ROOT_DEV u s resizepart $EXT_PART_NUM yes $TARGET_END; then
+      FAIL_REASON="Extended partition resize failed"
+      return 1
+    fi
+  fi
+
+if ! parted -m $ROOT_DEV u s resizepart $ROOT_PART_NUM $TARGET_END; then
+    FAIL_REASON="Root partition resize failed"
+    return 1
+  fi
+
+  return 0
+}
+
+mount -t proc proc /proc
+mount -t sysfs sys /sys
+
+mount /boot
+sed -i 's/ quiet init=.*$//' /boot/cmdline.txt
+mount /boot -o remount,ro
+sync
+
+echo 1 > /proc/sys/kernel/sysrq
+
+if ! check_commands; then
+  reboot_pi
+fi
+
+if main; then
+  whiptail --infobox "Resized root filesystem. Rebooting in 5 seconds..." 20 60
+  sleep 5
+else
+  sleep 5
+  whiptail --msgbox "Could not expand filesystem, please try raspi-config or rc_gui.\n${FAIL_REASON}" 20 60
+fi
+
+reboot_pi