I can confirm that I did this for my AVH-W4400NEX and solve all the issues I had.
Phones would pair via BT to use Android Auto or Apple CarPlay but as soon as the unit was off, all of that got deleted and had to pair the phone again or just use a cable all the time.
Downloaded the image, burned it on a 16GB brand new SD card and replaced it.