Machine optical inspection vision software in deep learning
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Classification : Complex defects detection, classification and sorting
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Detection : 2D positions of moving objects search -
Reading : Complex character strings and OCR replay
- Classification : Complex defects detection, classification and sorting
- Detection : 2D positions of moving objects search
- Reading : Complex character strings and OCR replay
The Deep Capture strengths
Our machine vision software uses deep-learning, a new technology making it one of the most efficient and adaptable tools on the market.
Artificial intelligence
Through deep learning our software Deep Capture allows a detection generalization from a supervised learning. In other words, it can detect items with different aspects, shapes and sizes from what it has learned. The system is, for example, very interesting for detecting objects subject to interpretation.
Realtime analysis
Our machine vision software enables near real-time detection. We can achieve a framerate at around 60 fps per camera. This high framerate allows us to obtain multiple detection results for a single object even under high speed scenarios. Coupled with decision support algorithms, this characteristic gives our software great confidence in the quality of its prediction.
Best performance
The performance of a system is measured on two axes: the true positives detection rate (faults, objects to be identified) and the false positives rate (false rejections). With Deep Capture, we guarantee you get the best compromise between these two rates.
Simple and intuitive
With Deep Capture, the mechanical and soft campaign change-over times are almost non-existent. Moreover, the system is not sensitive to lighting variations and therefore does not require specific configuration at this level. Our tool is very easy to use and does not require any special skills in machine vision.
Turnkey solutions
Our engineering teams take care of the various stages of development, from labeling photos, configuring the neural network to the on-site system integration. We also have mechanical, electrical and automation skills allowing the machine design as a whole.
Learn more about Deep Capture, machine vision software
Deep learning, what is it? Why is it more efficient in machine vision?
Deep learning is a set of techniques based on so-called “artificial” neural networks. The underlying paradigm is revolutionizing the way of designing applications, especially in machine vision field. We have moved from developing deterministic models validated by a set of business data and experts to developing the non-deterministic model which teaches how to solve problems addressed to it from a large number of business data and successive tests. The gain produced by the use of these techniques is the ability for the model to learn to recognize invisible or unconscious characteristics for the developer that it would therefore not or hardly have been able to integrate into a classical model.
The very construction of these neural networks allowsthe model to adapt to recognizing items for which it has not been specifically trained. This characteristic allows deep learning to be an essential machine vision tool for finding various faults in a controlled production environment.
Applications in Machine Vision
Whatever the business sector, the implementation of our Deep Capture machine vision software is very simple and intuitive.
About us
Based in the Nantes region, the Deep Capture team is a subsidiary of CIM ATLANTIQUE, an electromechanical engineering company specializing in the design of machines and robots.
Our team consists of passionate computer scientists and engineers specializing in artificial intelligence. Our engineers have very different skills from those of a visual engineer working in “conventional” algorithms thanks to their dual skills in optics and deep learning.
We are integrated in all trades (mechanical design, electrical, automation), we are therefore able to provide a solution and a turnkey sorting machine for each of your projects.
Contact Us
You can use the following form for any information on our machine vision products and services.
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