Embedded / Vision Engine Machine Vision Systems
Last Updated: April 1, 2025
Description
Embedded or Vision Engine Machine Vision Systems are high-end systems designed for automated inspection and measurement in production environments. These systems integrate cameras, image capture, processing, storage, analysis, and control functionalities into a compact form factor, often utilizing multiple processors in configurations such as VME or CompactPCI. They are engineered to deliver precise and efficient visual inspection capabilities, leveraging advanced imaging technologies to capture detailed images of products.
Working Principle
Embedded vision systems operate by connecting industrial PCs to high-resolution cameras, which capture images of the objects being inspected. These images are processed by high-performance processors running standard operating systems, which support multiple vision channels. The systems utilize various imaging technologies, such as monochrome, color, or 3D imaging, and employ specific lighting techniques to ensure optimal image quality. The rich I/O connectivity of these systems allows for flexible integration with other devices, enhancing their utility in complex inspection tasks.
Applications
Embedded vision systems are commonly used in industrial environments where high-performance machine vision applications are required. Specific examples include quality control in manufacturing processes, where they inspect products for defects, and in automated assembly lines, where they ensure components are correctly positioned and assembled.
Advantages over other Machine Vision Systems
Embedded vision systems offer several advantages over other machine vision configurations. They provide a high degree of flexibility and expandability, making them suitable for complex applications that require multiple vision channels and high processing power. Unlike modular systems, embedded systems do not require the selection and configuration of individual components, which simplifies deployment and reduces setup time.
Limitations
One limitation of embedded vision systems is their complexity, which can require specialized knowledge to configure and maintain. Additionally, these systems may have higher initial costs compared to simpler vision solutions, such as smart cameras, due to their advanced capabilities and components.
Considerations
When considering embedded vision systems, it is important to evaluate the initial costs, which can be significant due to the need for high-performance processors and cameras. Operating expenses may also be higher, as these systems require regular maintenance and potential upgrades to keep up with technological advancements. Durability and accuracy are generally high, but the complexity of the systems can lead to increased maintenance and replacement costs over time. It is crucial to assess the specific requirements of the application to ensure that the benefits of an embedded system justify the investment.
from Teledyne DALSA
The GEVA-312T is an integrated vision system complete with a 12 ” touch screen display, 1.6GHz dual core processor and two Gigabit Ethernet camera ports. The slim-line form factor maximizes control panel real estate for PLCs, motions controllers and non-vision related components. The GEVA-312T... [See More]
- System Type: Embedded / Vision Engine; Modular / PC-Based
- Memory: 2000
- Processor Speed: 1600
- Mass Storage: 32
from Teledyne DALSA
Powerful performance at a low cost. The GEVA 400 system offers excellent cost savings for multi-camera vision applications, such as final inspection of large assemblies. The four Power-over-Ethernet (PoE) compliant Gigabit camera ports are compatible with a wide range of Genie Nano GigE cameras. [See More]
- System Type: Embedded / Vision Engine; Modular / PC-Based
- Memory: 8000
- Processor Speed: 1800
- Mass Storage: 256
from NorPix, Inc.
StreamPix and TroublePix operate at their best using state of the art StreamPix Station 625 and 1250 computers. These fine tuned computers are assembled in our labs with carefully selected components that will guarantee ultimate performance as well as image recording for hours with a no frame drop... [See More]
- System Type: Embedded / Vision Engine; Modular / PC-Based; Turnkey / Complete System
- Product Speed: 3
- Inspection Rate: 1800
- Number of Imagers Processed: 14
from Smartmore Corporation Limited
Industrial barcode reader (X series) is a product with a small body, large capacity, large depth of field, IP65 and comprehensive ESD protection. ◆The new high-performance chip makes the decoding "upgrade". ◆Can solve special codes such as DPM code and extremely small code. ◆Hard... [See More]
- System Type: Embedded / Vision Engine
- Applications: Alignment / Guidance; Bar / Matrix Code; Food & Beverage
from KEYENCE
CV-X100 Series Intuitive Auto-Teaching Machine Vision System. Power Meets Simplicity. Auto-Teach Inspection. Intuitive Programming Interface. Point and Click Geometric Measurement. Auto-Generate Manual. Full vision toolset (including 1D/2D/OCR). Intuitive interface allows users of all levels to... [See More]
- System Type: Embedded / Vision Engine; Modular / PC-Based
- Number of Imagers Processed: 4
- Inspection Rate: 212
- Network: Ethernet TCP/IP, EtherNet/IP, PROFINET,PLC-Link, Discrete I/O, Serial
from NorPix, Inc.
NorPix can provide custom multi-camera recording systems to fit your needs. StreamPix 5. Description. 4 cameras x 60 fps. 4 cameras at 60 fps x 640 x 480 on a single laptop. 4 cameras x 80 fps. Laptop solution at 4 cameras at 80 fps x 640 x 480. 8 cameras x 90 fps. Desktop solution with 8 cameras at... [See More]
- System Type: Embedded / Vision Engine; Modular / PC-Based; Turnkey / Complete System
- Product Speed: 3
- Inspection Rate: 1800
- Number of Imagers Processed: 14
from Smartmore Corporation Limited
SMore ViScanner scanner is a series of high-speed intelligent code scanner designed for industrial applications, offering high flexibility and ease of use in harsh industrial environment. SMS1000 can integrate SmartMore deep learning AI algorithms with high-speed Cortex 4-Core processor and... [See More]
- System Type: Embedded / Vision Engine
- Applications: Alignment / Guidance; Bar / Matrix Code; Food & Beverage
from KEYENCE
General-purpose Model [IM-6015] Just place and press. A totally new dimension measurement system born from a new concept which eliminates the need for X-Y stages. With a built-in ø100 optical lens, this model enables all points in the entire field of view to be measured in a batch. Field of view:... [See More]
- System Type: Embedded / Vision Engine; Modular / PC-Based
- Mass Storage: 160
- Feature Resolution: 0.0400
- Bus Type: USB
from NorPix, Inc.
For troubleshooting applications requiring multiple cameras. Monitor a single target from various angles. StreamPix4 is compatible with multiple cameras at various speeds and resolutions. Troubleshoot your production line or analyze hardware issues by imaging. View events from multiple angles. [See More]
- System Type: Embedded / Vision Engine; Modular / PC-Based; Turnkey / Complete System
- Product Speed: 3
- Inspection Rate: 1800
- Number of Imagers Processed: 14
from Smartmore Corporation Limited
To ensure top component traceability and productivity, manufacturing environments in the automotive, medical device, electronics, aerospace, and product security industries need robust, powerful, and simple-to-use barcode reading equipment. The rugged grease, dirt, and water-resistant SmartMore... [See More]
- System Type: Embedded / Vision Engine
- Applications: Alignment / Guidance; Bar / Matrix Code; Food & Beverage
from KEYENCE
Wide-field Model [IM-6120] Just place and press even for large targets. Redesigned from the ground up, this dimension measurement system allows measurements for a whole part to be carried out in an instant. The Wide-Field Model gives you a 200mm x 100mm field of view to fit even more parts [See More]
- System Type: Embedded / Vision Engine; Modular / PC-Based
- Mass Storage: 160
- Feature Resolution: 0.0200
- Bus Type: USB