Laravel 5.3 Migration: 1215 Cannot add foreign key constraint

I'm using Laravel 5.3 and I'm trying to create FK, however when I migrate my table using artisan I'm getting the following error:

  [Illuminate\Database\QueryException]
  SQLSTATE[HY000]: General error: 1215 Cannot add foreign key constraint (SQL: alter table `topic_video` add constraint `topic_video_vendor_id_foreign` foreign key (`vendor_id`) references `vendors` (`id`))



  [Doctrine\DBAL\Driver\PDOException]
  SQLSTATE[HY000]: General error: 1215 Cannot add foreign key constraint



  [PDOException]
  SQLSTATE[HY000]: General error: 1215 Cannot add foreign key constraint

I have tried multiple solutions on SOF for different laravel versions but none of them work.

This is my topic_video table (InnoDB)

This is an old and big project, as I don't have migrations for it, only for new tables we have migrations. So I have created a vendors (MyISAM)

Schema::create('vendors', function (Blueprint $table) {
            $table->increments('id');
            $table->string('name');
            $table->string('channel_url');
            $table->timestamps();
        });

Then I have add FK of above migration to topic_video table.

Schema::table('topic_video', function (Blueprint $table) {
            $table->integer('vendor_id')->unsigned()->nullable();
            $table->foreign('vendor_id')->references('id')->on('vendors');
        });

I have tried without unsigned(), without nullable() but still didn't work! Any help would be appreciated!

via Chebli Mohamed