Inline editing will not work in override in Salesforce.
In order to fix this, override View with Visualforce page where inlineEdit can be set to true in apex:detail tag.
Please vote the below Idea so that it can be delivered by Salesforce just in case
https://success.salesforce.com/ideaView?id=08730000000Bq3Q
Cheers!!!