Performance breakthroughs in core technologies
ImageTranslate's third-generation OCR engine delivers industry-leading recognition accuracy through the following technological innovations:
- Deep learning model: trained based on ResNet50 architecture, supports 20 kinds of text direction detection
- Anti-interference design: effectively handle low resolution images below 300dpi
- Multilingual Fusion: Complex Text Recognition Accuracy Surpasses 90% in China, Japan, Korea, etc.
In the benchmark of the standard test set (including 10 types of images such as advertisements, documents, etc.), the recognition of printed English reaches 98.7%, and the recognition of mixed Chinese Simplified-Traditional reaches 95.2%. In practical applications, with the post-translation semantic verification function, the final usable translation ratio can be increased to 99%. This technology continues to optimize the adaptability to special fonts and background noise through monthly model updates. The technology continues to optimize its adaptability to special fonts and background noise through monthly model updates.
This answer comes from the articleImageTranslateThe
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