An Automatic Workbook Generation Service based on Test Photos to Solve the Overwork Problem of Creating Personalized Materials in Small Academies

This service drastically reduces the physical time teachers at small local academies spend manually cutting and pasting questions to create personalized review notes. By simply uploading a photo of a student's test, it automatically recognizes incorrect answers, gathers similar types of questions, and instantly generates a customized review workbook. This allows teachers to focus on teaching quality and helps academies gain a competitive edge in personalized education.

Teachers at small academies spend dozens of hours a week manually copying, cutting, and pasting materials to create review notes for individual students' weaknesses. This causes severe workload overload for teachers and ultimately makes it impossible to carefully manage a larger number of students.

Parents' educational demands are shifting entirely from uniform lectures to 1:1 personalized management. At the same time, the cost of text and formula recognition technology in images, as well as question type classification algorithms, has dropped significantly, providing the technical foundation for small local academies to affordably adopt personalized learning systems at the level of large franchises.