If you're looking for a place where you can see Cherry Blossoms near Taipei then this is your spot. Wuji Tianyuan Temple is a popular Taoist temple located in Danshui, just outside of Taipei City. It's not only a religious site but also known for its stunning scenery, especially during cherry blossom season.
Take your nearest MRT to Tamsui MRT station then take the 875 bus and alight at Tianyuan Temple bus station, you should arrive at Wuji Tianyuan Temple.