Well...present participles end in -ing, and past participles usually look like the past simple form, unless the verb is irregular (eg. been, eaten, gone, drunk, and so on).
Past participles are used in perfect tenses and passive voice. Present participles are used in continuous verb forms. Both can start a participle phrase, and both can function as an adjective.