Haploids can be produced through anther culture or ovule culture. Anther culture involves culturing microspores to produce haploid plants, while ovule culture uses unfertilized egg cells. Cold pretreatment of anthers enhances haploid embryo formation. Haploids are valuable for plant breeding as they allow direct selection for recessive traits, elimination of lethal genes, and faster development of homozygous lines and hybrids. Chromosome doubling of haploids through treatments like colchicine produces useful diploid or polyploid plants.