[실전기계학습 팀프로젝트]
원본 데이터에 Canny edge detection, Sharpening filter, Unsharp masking을 적용하여 성능을 비교하고자 했다.
- AI Hub 야외 실제 촬영 한글 이미지
- 가로형 간판
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis
TPS-ResNet-BiLSTM-CTC
If your custom data is Korean,
git clone https://github.com/HyeJuSeon/deep-text-recognition-benchmark
- RGB
- Canny edge
- Sharpening filter
- Unsharp masking
Accuracy | |
---|---|
RGB | 81% |
Canny edge | 74.24% |
Sharpening filter | 80.51% |
Unsharp masking | 80.51% |