This is the so-called "Randen" that runs between Kita no hakubaichou (北野白梅町) and Arashiyama (嵐山).
As you can see it is still not too cold here in Kyoto. But the last couple of days the temperature has dropped drastically, so I guess the last flowers won´t be there for that much longer..
