I have the same issue trying to deploy Symfony application with composer.json file in the root.
In my case the issue was in the existing vendor folder. In this case the composer install won't be called.
Found it here: https://laracasts.com/discuss/channels/envoyer/non-laravel-app-deployment/replies/83848
So to make it work I've added composer install after "Activate New Release" hook.