beh.cam
Learning Smart Camera System for Industrial Automation using AI
“Coming from research in autonomous driving, beh.digital GmbH offers machine learning based products and services for industrial automation and quality assessment.”
Nicolai Behmann, Founder
Camera-based
Just as humans, beh.cam uses an image sensor for automation and quality assessment. Depending on the application, the resolution, framerate and monochrome/color of the sensor can be selected.
Machine Learning
Our products use best-performing state-of-the-art convolutional neural networks. These algorithms, also applied in autonomous driving, are robust and precise, even with small amount of data.
No Programming
With our intuitive software, picture acquisition and labeling is as easy as writing an email. Without any previous knowledge on computer vision and artifical intelligence, our algorithms will automate your application in minutes.
beh.cam learns from your employees and co-workers by training an artificial intelligence. Simply capture pictures from your application and label them accordingly.
- Capture and label pictures
- Training of the AI in minutes
- Optimized productions and processes
Webinterface
Our software is served in your browser with standard web technologies (No installation required)
Accelerated Training
Training of Machine Learning models is accelerated on your host Graphics Card and finished in minutes
Integrated Camera
Optionally order beh.cam with an integrated camera to further reduce the number components in your vision system
Industrial Fieldbus
beh.cam supports Ethernet-based industrial field buses. Simply connect the smart vision system to your industrial controller.
Passive cooling
Our full alloy anodized housing with integrated heat spreader abandons moving parts.
High Performance
beh.cam features a novel computing architecture, able to compute Machine Learning tasks at less than 2W power consumption.
Product Video
(Un-)supervised Learning
State-of-the-art machine learning algorithms are used to classify images, objects or pixels or detect anomalies from your trained, ideal world. Starting with less than 20 training samples for fair and easy problems.
Classification
Which object is shown in the image? To which class does it belong? What is the quality level?
Get a corresponding class to the given image, based on your training.
Examples: Sorting, action trigger, quality assessment
Detection
Which objects are in the frame? Where are they located? Extract a list of classified bounding boxes from the image and grab or sort the objects.
Examples: Object sorting, quality assessment, object count, object position
Advantages through technology
Fast integration & intuitive usage
Our hierarchical web-based user interface allows fast and easy capturing and labeling of your dataset. Training and optimization is accelerated on the graphics processor of the web-client. Integration in your industrial environment is possible with common safe field-bus protocols.
Continuous learning
The machine learning models can be updated and extended continously, without starting from scratch. Simply add additional labeled images, in order to further improve your model accuracy or handle corner cases. Also additional classes can be added to your model.
Efficient Computing Architecture
No need for expensive server farms or different components from multiple suppliers. Our integrated and scalable processing platform, highly optimized for machine learning tasks, runs with a few watts inside beh.cam.
State-of-the-Art Algorithms
State-of-the-art algorithms, also used in autonomous driving, are trained for your application. This enables high robustness, even in challenging and changing light situations, and occlusions.
Complete Setup
Our machine learning experts will lead you through the complete set-up.
With this Know-How, capturing, labeling and integration is even faster.
Lens Selection
Depending on your production environment, product and working distance, we select the optimal lens for beh.cam.
Label Services
Busy in your business and no time to label data on your own? Simply send us your dataset and specifications and we take care of your successful machine learning model.
Gemba Walk
We visit your factory or environment and our machine learning experts identify possible optimization points, where our technology and know-how could increase your efficiency.
Software Training
We offer introductions, tutorials and joint commissioning for your use case. An introduction to camera-based neural networks is available as well.