Get the details of features in sitecollection in sharepoint

open the Sharepoint management shell and use the code

Get-SPSite hhtp://yoursitecollection | Get-SPWeb -Limit ALL | %{ Get-SPFeature -Web $_ } | Sort DisplayName -Unique | FT DisplayName,Id