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Damage Detection

Developing AI-powered
Screen Damage Detection in Mobile Phones

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As the AI industry is thriving in the digital landscape and uplifting every business vertical, a leading market leader in the mobile phone refurbishment and replacement industry approached Seasia to detect the extent of screen damage in mobile devices automatically. It would help save a huge time, costs, and efforts required throughout the manual inspection and tagging of all the inventory coming into their warehouses.

Specializations of the Automated Screen Damage Detection System

Minimized Manual Efforts

Automated approach for visual inspection of the screen from varying angles, which ensures a robust data capture mechanism, with minimal efforts.

Cross-device Damage Detection

Seamless detection and grading screen damage throughout multiple mobile phone models and screen types, with higher efficiencies.

Phone Model and Make Detection

Trained to operate across latest brands of mobile devices; as adjunct information, the algorithm even recognizes the phone make and model.

How the system works?

Seasia established a digital vision-based identification system for detecting cracks on the mobile screen. Backed by CCD (charge coupled device) camera, images of the mobile’s screen on the industrial assembly line are received. The camera is further revolved from different viewing angles through detection of the mobile to evade the cracks that couldn’t be spotted from specific viewing angles. Once done with that, the received RGB model images are converted into HSI color format.

Backed by Nanonets and NSFW classification, general object detection, and OCR, image processing and deep learning models become hassle-free and make the user’s job easy. In addition, the simple and user-friendly model will enable users to rapidly build their own custom model by uploading the data and labeling them, and the Nanonets API further helps in identifying if the screen is cracked or not.

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Want to Develop Screen Damage Detection System ?

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Going Beyond the Expectations

Convolutional Neural Networks

Convolutional Neural Networks

Delivered a next-generation ML model solely based on Convolutional Neural Networks utilizing TensorFlow and trained on 8000+ training images across 200+ cracked and normal devices.

Advanced Deployment

Advanced Deployment

The subsequent TensorFlow model was arrayed at three multiple warehouses for the customers for processing mobile devices; training is underway for identifying cracked tablet screens further.

Minimized Processing Time

Minimized Processing Time

The advanced model automated 80% of the incoming inventory processing, which directly ensured approximately 90% reduction in the overall processing time, which further helped save a lot of effort, costs, and resources.

Client Satisfaction is Our Goal

What Our Clients Say About Us

If Seasia Infotech wasn't helping me, the business would definitely not be where it is today. They have been able to implement every project that was asked of them to a high-quality level. Seasia Infotech is responsive and communicates well. They are a trustworthy group who treats their customer's work with respect.

Y. Chung

Founder, Online Estate Directory

Internal stakeholders are pleased with the results of solution testing, as well as with Seasia's cost-effectiveness. Beyond implementing requirements, they leveraged their extensive experience to provide product optimizations and maximum value. Customers will experience open communication.

William Akuoko

CEO, Adehyee Infotech Ltd

Seasia used Xamarin to develop a cross-platform solution featuring sophisticated team-planning and accounting tools. Outstanding project results earned them further involvement. Their consistent performance, weekend availability, and ability to meet aggressive deadlines continue to catalyze great results.

Aemal Sayer

CEO, 24Geeks

The team was consistently responsive from a project management standpoint, and internal stakeholders were particularly impressed with the vendor's accessibility.

Ken Engel

EVP, Saberpoint

We are pleased with Seasia's work and ongoing maintenance service. Seasia is praised for their project management as well as their deep understanding of the app's design and function.

Gary Collins

Founder, Drivermatics

Seasia Infotech has met all expectations and performed well in the continuing development of the application, accomplishing all tasks before deadlines and providing excellent service. The client particularly praises their project and time management.

Saravan Pandiyarajan

iLook

The app helped us reach a larger customer base, resulting in an increase in their business. Exhibiting a high level of professionalism and punctuality, Seasia Infotech delivered the project on time and exceeded our expectations. They were supportive, highly skilled, and responsive.

Mohamed El-Ayoubi

Director (Air Gifter)

Thanks to Seasia Infotech's work, the app was released into the market. Seasia Infotech was flexible and transparent regarding timelines and communicated effectively through virtual meetings, emails, and messages. The team was knowledgeable, and their understanding of requirements was outstanding.

Bill teags

CEO Trackninja

Seasia Infotech's work received positive feedback, and the client noticed a significant increase in user engagement and registrations. The team delivered milestones on time, communicated transparently, and was highly responsive. Their organizational skills, commitment, and adaptability stood out.

Veena Kaul

VP Dublin Technology

The CRM experienced a seamless launch and now provides a productivity boost by automating tasks that were once manual. Seasia Infotech succeeds in giving accurate information when questions arise and remaining transparent in all correspondence. The team is patient and professional.

Ifedayo Fasakin

Managing Director Novamarks Integrated Services Limited

Seasia Infotech helped the client streamline their operations, improve the customer experience, and enhance their inventory system. The team was proactive, organized, and highly responsive. They followed the timelines and communicated seamlessly. Overall, Seasia Infotech surpassed expectations.

Hardeep Singh

President at Capital Used Tires and Quick Stop

We have been working with this excellent team in the past Five years. Ashish is extremely dedicated and always willing to go the extra mile for us. One of our apps “miniwalla the forest story “ was among the five finalists for best App Store listing in Berlin Germany last year . I have no hesitation to recommend Ashish and his firm to anyone.

Shirley Choi

Founder Happy Diamond Music Studio Limited

It is when things don't go perfectly that you can tell the caliber of the team that you are working with; and this team they rose to the occasion to solve the challenges that we were facing. True partnership and demonstrated commitment to a common goal...with proven success!

AnnMarie Stephens

CEO at Precise Portions

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