The invention discloses a 
chromosome identification method based on depth learning, belonging to the technical field of 
chromosome identification. At present, the method of 
chromosome analysis is basically manual operation, and the examiner needs a lot of 
training time to master the knowledge of identifying each chromosome type, and the 
workload is heavier. Even experienced physicians analyze andidentify patients' chromosomes, the process typically takes more than two weeks and takes a longer period of time. And artificial recognition, subjectivity is very strong, easy to be affected by the external environment, the accuracy is not high. As that depth learn method is adopted, the chromosome type can be accurately carry out, Compared with the existing 
identification technology, the high-efficient 
identification technology can effectively improve the efficiency of chromosome 
karyotype analysis, shorten the identification 
sorting time, complete the automatic classification and sorting ofchromosomes with high accuracy, at the same time, can effectively reduce the work burden of doctors, free from external interference, and the process is simple, reasonable, and can be applied to large-scale outward promotion.