Stemming just removes the last few characters of a word, often leading to incorrect meanings and spellings.
eating -> eat, Caring -> Car.
Lemmatization considers the context and converts the word to its meaningful base form, which is called Lemma.
Stripes -> Strip (verb) -or- Stripe (noun), better -> good