Kale is mostly regarded as healthy; however, some kale gardens may fall victim to diseases. Major bacteria diseases are responsible for turning kale leaves yellow, they can be damaging and tend to spread fast. If you notice any of your plants are infected, the best thing to do is to remove such a plant, before it spreads out.