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This code package implements the identification and tracking of organisms from the paper "AI-Powered Tracking for Enhanced Study of Living Organisms under the Microscope" by Axel González (Universidad de Guadalajara), Isaac Juárez (UdeG), Samuel Rentería (UdeG) and Fernando Wario (UdeG)