As the demand for ethically produced eggs grows, cage free egg production has become a prominent segment in the poultry industry worldwide. Alongside this, the need for efficient, precise, and gentle Cage Free Egg Grading systems has increased. Egg grading is the process of sorting eggs based on quality parameters such as size, weight, shell condition, and internal quality.