Children in today's world are used to studying through pictures, and the use of visual media in the classroom frequently improves their learning. This article describes a system that helps preschoolers learn the Latin alphabet's letters.

Given the advantages of using the idea of gamification in the classroom, an entertaining and captivating game was developed to assist students in drawing connections between letters and pictures of animals. Children can use the application, which is built on convolutional neural networks, to learn animal names more quickly by connecting dots on the screen to draw letters.

Through the use of different programming languages, the effective training of a letter recognition

model and the development of an intuitive graphical user interface, it has been demonstrated that a practical and attractive application has been created, which has been well received by children.

It has been shown that a useful and appealing application has been developed, which has been well-received by children, through the use of various programming languages, the efficient training of a letter recognition model, and the creation of an intuitive graphical user interface.

In order to make the application more kid-friendly and portable, a Raspberry BI was utilized together with a display in order to show letters generated from the application and an audio system for instructions.