Intelligent Character Recognition on Handwritten Latin letter exam dataset
88.28Overall Recognition RateYOLOv5 for segmentation and classification
Evaluation Results
| Method | Links | |
|---|---|---|
| YOLOv5 for segmentation and classificationDataset for training=Customized dataset2026.06 | 88.28 | |
| YOLOv5 for segmentation and classificationDataset for training=EMNIST Balanced Letter2026.06 | 84.46 | |
| Fixed cell cropping, CNN for classificationDataset for training=EMNIST Balanced Letter2026.06 | 70.75 | |
| YOLOv5 based cell cropping, CNN for classificationDataset for training=EMNIST Balanced Letter2026.06 | 65.5 |