I. INTRODUCTION  
II. CHARACTERISTICS OF BENGALI DIGITS  
III. DATASETS  
IV. PREPROCESSING  
V. AUGMENTATION  
VI. MACHINE LEARNING-BASED APPROACHES  
VII. DEEP LEARNING-BASED APPROACHES  
VIII. BROADER APPLICATIONS OF HANDWRITTEN DIGIT RECOGNITION  
IX. RESEARCH GAPS AND FUTURE DIRECTIONS  
X. CONCLUSION