Processessed foods, or carbs, are the devil or as my southern friends like to say, "debil".
Do you have a diet log? If not, begin one now.
From the breakdown of what you eat, it just seems you're not also eating enough. You know, you can sabotage fat loss plans by not providing enough fuel for your body as well.
As for weight training? What are you doing now?