No
NO. It would only be a proper noun if there was the name of the street before it. EX: 9th avenue, or Hickory Avenue. Then it would be a proper noun. When alone, it is a regular noun.
"Park Avenue" is a proper noun, because it is a place. Proper nouns like this should always be capitalized.
it is a common nouns because it is a names person places or thing
It is capitalized at the beginning of the sentence or when it forms part of the proper noun. Example: Ayala Avenue
Slaughter on Tenth Avenue was created in 1936.
Tenth Avenue Freeze-Out was created in 1975.
The duration of Tenth Avenue Angel is 1.25 hours.
Tenth Avenue Angel was created on 1948-02-20.
The duration of Slaughter on Tenth Avenue - film - is 1.72 hours.
Slaughter on Tenth Avenue - film - was created on 1957-09-01.
Tenth Avenue - 1928 is rated/received certificates of: Finland:(Banned) (1930)
Tenth Avenue - 1928 was released on: USA: 6 August 1928 Austria: 1929