Vision AI Object Localization

Precise object recognition and positioning using AI-controlled gripping robots 

We enable AI for your processes

Vision AI Object Localization – Precise gripping through intelligent object recognition

In automated manufacturing, many robot systems are inflexible because they require exact placement positions. This increases the reject rate and restricts production. In addition, classic systems do not recognize incorrectly inserted components, which leads to collisions and costly damage. Gripping is also often imprecise when parts are unexpectedly positioned. In addition, there is the high setup effort, as each new component has to be manually taught. COMI Vision AI Object Localization solves these problems with intelligent object recognition that works flexibly and in real time.

Original vs. Vision AI Object Localization – reliable object localization for safe processes

Drag

Precise object recognition and positioning using AI-controlled gripping robots

No object-specific trays &
no teaching of
gripping positions required

Stable component localization despite changing lighting conditions – submillimeter accuracy

Prevents failures due to incorrect
components & avoids
robot crashes

Automatic calibration
of the system

Correct and grippable components
thanks to precise object recognition

2D 3D

2D and 3D cameras depending
on requirements possible

Less hardware required, and more flexible conversion

Use cases in practice – locate objects reliably and in real time

Automobile production

Detects and locates components on conveyor belts or in trays – regardless of their position or orientation.

Metal processing

Enables the precise gripping and placement of workpieces in variable positions – ideal for robotics in dynamic production environments.

Logistics & Warehouse

Identifies and locates packaging and products of various formats for automated picking and sorting.

Mechanical engineering

Supports robots in the precise positioning of components during assembly, placement, or testing – without rigid fixtures.

Agricultural machinery manufacturing

Localizes large or bulky components on workpiece carriers and enables their automated further processing by robots.

Why intelligent object recognition is the next step for your business.

COMI Vision AI Object Localization's intelligent object recognition revolutionizes automated manufacturing. Thanks to high-precision, AI-supported recognition, robots can precisely locate and pick up components – regardless of their position or orientation. This eliminates the need for object-specific trays or complex training processes. The system dynamically adapts to changing lighting conditions and detects components with sub-millimeter accuracy. This ensures stable localization and error-free gripping, even with unstructured storage surfaces.

By using 2D and 3D cameras, which can be combined as needed, COMI Vision AI Object Localization guarantees maximum flexibility. The automatic calibration of the system minimizes maintenance effort and enables fast, error-free commissioning. Companies also benefit from reduced scrap rates and increased production reliability: Incorrect components are detected, collisions are avoided, and robot crashes are prevented. Thanks to the hardware-independent and flexibly convertible solution, companies can optimize their manufacturing processes for the future.

Frequently Asked Questions (FAQ)

What you need to know about Vision AI Object Localization.

How does Vision AI Object Localization work?

Vision AI Object Localization uses artificial intelligence to recognize objects in real time, determine their position, and calculate the optimal gripping point for the robot. This allows the system to react flexibly to changing storage positions – without rigid devices or trays.

Yes, the system has a modular design and can be integrated into existing automation processes. It can be connected to ERP and MES systems via standardized interfaces.

The system uses high-resolution 2D and 3D image processing with AI-supported algorithms. This enables it to achieve very high recognition accuracy – even with varying lighting conditions or partially obscured objects.

If an object cannot be clearly identified, the system issues a warning or automatically adjusts the gripping strategy. This prevents misplacements.

Let´s enable AI together!

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collective mind GmbH

Römerstraße 75
71229 Leonberg

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71229 Leonberg

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