Multi-script Text Detection From Sign Board Images
Sign boards and other documents are multi-lingual in a multi-lingual country like India. This solution detects multi-script text from such environments and acts as a primary solution in many image-processing applications.
- Technology : Artificial Intelligence, Image Processing & Computer Vision, Natural Language Processing
- Industry : Media & Entertainment
Business Objective
- Multi-script Text detection and recognition play a significant role in the field of computer vision and AI
- Text translation system or mobile-based OCR system works with a multi-script environment
- Accurate multi-script text detection from images is a challenging task and requires the use of state-of-the-art methods and technique
- Multilingual text detection adds extra complexity as the multi-script environment differs in terms of formats
Solution
- Faster RCNN-based method is proposed to detect English, Hindi, and Gujarati texts from images
- Parameters are designed to meet the need for multi-script text detection from sign-board images
- Dataset is created as no labeled dataset was available in the public domain
Result
- Efficient multilingual text detection from sign board images
- Improved recognition accuracy of selected languages
- Local Language identification for better understanding
- well-applicable solution to multi-script text detection
Benefits
- Works as a primary solution in many image-processing applications
- Addresses emerging need for text detection in everyday lives
- Improved efficiency and better recognition of multiple languages
- Utility in numerous applications such as language translation, information retrieval, image-to-text conversions, and assistance
- Usability in multilingual countries like India, where signboards are written in more than two languages (national and regional)
Connect With Us To Leverage Data For Insights And Intelligence
Case Studies
Crafting Data Success Stories
As your reliable data partner, we empower global businesses to seize opportunities and drive impactful change
Restaurant Analytics Dashboard To Maximize Profits And Boost Revenue Using Power BI
In today’s highly competitive restaurant industry, making data-driven, AI-based decisions is crucial for sustained success. Our client, a prominent restaurant chain in UAE, wanted to utilize data to stay ahead of the rest by optimizing pricing, a
AI-Driven Dynamic Pricing Optimization
Dynamically optimize prices based on market demands and historical data using AI methodologies to improve customer satisfaction and increase sales.
Automated Housekeeping Auditing Of Properties In Hospitality
This automated housekeeping solution aims to save time and effort by automating housekeeping audits using AI image analysis.
Testimonial
Our Source of Motivation
Excellent to work with in every way. Proactively identified solutions to the problem in the initial design and the recommended solutions. Work has top-notch. Results delivered on time. Communication was excellent.
Real pleasure consulting with Ridgeant to set up our company's entire data warehouse and dashboards on AWS. I will definitely be reaching out to them for future work to be done. Our project was effective and 100% achieved what I planned to do in the beginning, in a shorter time frame and with less effort than I expected.
CCR Data perform complex data migrations, we needed and extra pair of hands to restore an Oracle database and transfer the data to a Microsoft SQL database ready for our migration analysts to do their stuff. Nitesh was able to make available at short notice one of their team who was able to see the project through from start to finish. We would not hesitate in recommending or using Ridgeant again and would be happy to outsource bigger projects to them in the future.
I have used RA on numerous occasions over the past 2 years, specifically with Nitesh Solanki for the delivery on PDI ETL jobs. I am very happy with him and the high level of quality work he has provided. He seems to be available all the time and works extremely hard to deliver high quality solutions.
Working with Ridgeant was a game-changer for us. Thanks to Nitesh from Ridgeant, our data strategy is on point and giving our business a major boost!
They took us from square one, building a smart data strategy – everything from collecting data to dishing out real-time insights. With their help, we've seen some major improvements. We would give them a thumbs-up for anything data-related.
Ridgeant has made a real difference for our insurance firm. Their know-how in fraud detection is top-notch. Their data strategies have been a big help, and we are seeing great results. We are quite pleased with what they've done for us
They truly understand what they do. Their restaurant analytics provide real-time insights into our operations and customer behaviors, and it has made a significant difference in our business.
Working with Ridgeant has been fantastic! Thanks to their AI and ML-powered solution, we've made great progress. Their expertise helped us spot and prevent fraud in rentals and make us trustworthy.
Previous
Next
