Stopping the mental translation

I want to stop translating every word I see. My method is pretty straightforward. First I find a picture. Then I read a monolingual definition. Finally I try to use it in a sentence. This keeps me consistent but it feels slow. I want to raise my speed without losing the meaning. Any ideas for staying in the language better