8. Results - ihdia/sanskrit-ocr GitHub Wiki
Results
Configurations for model training:
C1: Mixed Training
C2: Synthetic Only Training + Real Finetune
C3: Mixed Training + Real Finetune
| Model | Training Config. | CER(%) | WER(%) |
|---|---|---|---|
| Attention LSTM | C3 | 3.86 | 13.86 |
| Attention LSTM | C2 | 4.59 | 17.97 |
| Attention LSTM | C1 | 4.77 | 16.84 |
| CNN-RNN | C3 | 4.72 | 22.53 |
| CNN-RNN | C2 | 4.78 | 22.97 |
| CNN-RNN | C1 | 4.83 | 23.04 |
| Ind.senz | - | 18.15 | 35.72 |
| Google OCR | - | 12.82 | 40.63 |
| Tesseract | - | 17.27 | 66.18 |