Spermatids are the haploid cells that are formed from secondary spermatocytes during the process of spermatogenesis, which occurs in the testes. They are the immediate precursors to sperm cells and undergo a series of transformations, including maturation and differentiation, to become fully functional spermatozoa. This process is crucial for male fertility and involves significant morphological changes as spermatids develop into mature sperm.