EN
CN
DE
JP
Press Releases
OPT Smart Code Reader equipped with Deep Learning OCR Algorithms
There are many types of products in the international smart code reader market, but there are relatively few companies involved in the application of OCR (optical character recognition) technology. OPT smart code reader has accumulated many years of profound technical experience and launched a smart code reader based on deep learning OCR algorithm, which uses years of technical accumulation to advance the application of code readers to more sophisticated and complex text recognition fields.
Deep Learning OCR Algorithms
Expanding Recognition Fields Overcoming Unusual Challenges
The integration of deep learning technology with OCR algorithms enables automatic detection and recognition of the character in images, effectively extracting key features. This method overcomes the limitations of traditional OCR algorithms in complex scenes such as blurred text and complex backgrounds, and can easily handle various challenging abnormal situations.
After the integration of the deep learning technology with OCR algorithms, the OPT smart code reader can accurately recognize the various fonts, such as printed, handwritten, and artistic fonts under the SEMI standards.
Even more impressive is that the cross-validated code reading results in a single line of character recognition information. The OPT smart code reader reduces errors caused by a single recognition method, allowing it to output accurate results even when dealing with abnormal code reading conditions.
Output Results OPT688686 for Code Damage: Unable to decode; output results through character recognition.
Output Results OPT688686 for Code Deficiency: Use character recognition results to assist in decoding.Output barcode recognition results.
Output Results NG for Inconsistency Between Code and Characters: Verify and confirm the anomaly through decoding results and character recognition.
Practical Application Advantages
Powered by advanced deep learning OCR algorithms, the OPT smart code reader demonstrates exceptional performance in flexibility, applicability, and user experience, offering a broader range of applications and stronger market competitiveness.
Through training with a large amount of data, the model demonstrates excellent character feature extraction, positioning, and recognition capabilities, giving the smart code reader strong adaptability and generalization capabilities. This makes it flexible enough to handle the challenges posed by variations in font styles and sizes, as well as complex background images.
With its automated processing capabilities for diverse text information such as product labels and packaging details, the smart code reader will play a crucial role in key sectors, including semiconductors, smart manufacturing, pharmaceutical packaging, and food traceability.
Based on the end-to-end learning capability of deep learning algorithms, efficient feature extraction, and automated text recognition technology, users can simply select the target font area during operation to obtain accurate recognition results, eliminating the need for complex setup and adjustment steps.
This technological breakthrough is another milestone in OPT's journey of independent innovation. Looking into the future, OPT will continue to increase the investment in R&D, explore areas of cutting-edge technology, and continuously foster sources of innovative momentum, forging a " hardcore" competitive edge that leads industry development.
Flexible, Extensive, Convenient
