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In vitro fertilization is a medical procedure that helps females with trouble getting pregnant. It is a medical procedure where an egg and sperm are joined together outside the body, typically in a lab, and the resulting embryo is then placed into the uterus. It is now one of the most common methods used to treat infertility."This paper represents the latest techniques to develop over time. With the latest advancements in the field, some challenges still exist. It explores improvements such as embryo selection and grading, Time-lapse imaging, sperm selection, personalizing treatment plans, minimizing human error, the success rate, and the artificial womb. However, Artificial intelligence is increasingly being integrated into IVF to enhance the improvement of efficiency to make the process more personalized. Artificial intelligence plays an essential role in IVF treatment. In earlier times it was not an easy task but now with artificial intelligence, the treatment is more easy and efficient for doctors as well as for patients who are struggling to have healthy children. They can also predict the success rate with the help of Artificial Intelligence.