Thing count or thingS count [duplicate]
You would use the singular form before collection because you are describing the singular type of the collection, like an adjective. After, you would use plural, because you are describing what comprises the collection. For example:
A doll collection
A stamp collection
versus
A collection of dolls
A collection of stamps