Deep Learning Inspecting Smartphone Glass using SmartRay 3D ECCO camera alongside with Retina AI Vision

Images from a SmartRay 3D camera on glass display

Blazing accurate “Deep Learning Retina-Cherry” Inference and Training Solution

Guess how often people are looking at theira smartphone screen per day? How would you feel in case you receive a brand new smartphone with some defects on the glass? We can either offer turn-key solutions or help our customers to increase their glass production quality. This help our cutomers staying ahead of their competitors providing constantly high standard products.

Automating inspection with our most advanced visual deep learning algorithm for catching challenging defects on shiny and transparent glasses will enhance your products quality without the need to have a Datascience expert nor a vision engineer to spend weeks for building up the inspection. Our Retina Deep learning-based image analysis enables constant quality in demanding applications such as mass production industries within 30minutes.

With Retina deep learning software, there is no need to to write a single line of code nor masterize computer vision to be able to deploy quickly an A.I. vision inspection solution.

“3HLE” is specialized in high speed automated quality control applications. If you are concerned of “Constant quality” and would like to reduce final product waste by detecting defects at an earlier stage of the production, feel free to drop us an email or a phone call to discuss about improving or retrofitting your production lines to increase throughput and customer complaints using cutting edge technologies.

A.I. Heatmap on display defect

Oiginal section of smartphone display defect

Original section of smartphone display defect

Feel free to challenge Retina Cherry Defect Detection deep learning algorithm with your application! We are ourselve surprised by its performance on very low resolution images and high noise backgrounds!!! Contact us or CHROMOS Group AG for a demo on your samples, we will be glad helping you to chose the most appropriate camera setup and software solution.

“3HLE” is mainly offering Turn-Key solutions including Hardware, Integration of Software and Automation Processes dedicated to high speed automated quality control applications. For more Showcases, check out our Success Stories pages or check out our Products pages to learn more about our hardware and software solutions. We are working to build up more and more contents in those sections, please subscribe to our “3HLE” LinkedIn, FaceBook or Youtube chanels to get notified as soon as new contents will be available.