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SINSMART | Machine Vision Computers Manufacturer

Configure industrial machine vision computers for automated inspection, robotics, AOI and vision AI. Available with multi-GigE or PoE camera connectivity, USB3 interfaces, GPU acceleration, PCIe expansion and customizable isolated I/O.

SINSMART-COMPANY-PROFILE
  • High-Performance Processing

    CPU & GPU: Support for high-end Intel Core i3/i5/i7 processors and compatibility with NVIDIA GPU/AI acceleration cards for deep learning.
  • Rich Connectivity

    POE & USB 3.0: Multiple PoE (Power over Ethernet) ports to power cameras directly and high-bandwidth USB 3.0/3.1 ports for industrial camera interfacing.
  • Expansion & Customization

    PCIe/Mini-PCIe: Availability of PCIe/PCI expansion slots and internal M.2/Mini-PCIe slots for flexible hardware upgrades.
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IP65-68 rated certification (1)
MIL-STD-810G H-certification
ce-certification
3c certification
ISO 9001 certification
ISO 9001 certification
ISO 9001 certification
ISO 9001 certification

Types of Machine Vision Computers

01

Intel® 12th/13th/14th Gen C...

1.    CPU:Supports Intel® 12th/13th/14th generation Core™ 65W/35W LGA1700 processors.
2.    Memory: 1*SODIMM slot, supporting up to 32GB of non-ECC DDR4 3200 SDRAM
3.    Image: Integrated Intel® UHD Graphics 770 (32EU) / 730 (24EU)
4.    Display interfaces: 1*VGA port, supporting resolutions up to 1920 x 1200; 1*DisplayPort port, supporting resolutions up to 4096 x 2304.
5.    Storage: 1*easily replaceable 2.5" drive bay, 1*M.2 2280 M-key slot (PCIe Gen4x4), supporting NVMe SSDs.
6.    Ethernet: 4*2.5GBASE-T Ethernet ports, using 1* Intel® I226-IT Gigabit Ethernet controller.
7.    USB: 4*USB 3.2 Gen1 (5 Gbps) ports, 2*USB 2.0 ports.
8.    Dimensions: 212 mm (W) x 165 mm (D) x 45 mm (H),weight about 2.4kg

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02

Intel® Core™ Ultra 200S AI ...

  1. CPU:Supports Intel® Core Ultra 200S CPUs (LGA 1851 socket, 65W/35W)
  2. Memory: 1*SODIMM slot, supporting up to 64 GB DDR5 6400 memory
  3. Image: Integrated Intel® Xe LPG Graphics
  4. Display interfaces: 1 HDMI port, supporting a maximum resolution of 3840 x 2160; 1 DisplayPort port, supporting a maximum resolution of 3840 x 2160.
  5. Storage: 1*easily replaceable 2.5" drive bay (can install 7mm hard drives/SSDs), 1*M.2 2280 M-key slot (PCIe Gen4x4), supporting NVMe SSDs.
  6. Ethernet: 4*2.5GBASE-T Ethernet ports with locking screws, using an Intel I226 Gigabit Ethernet controller. Port 4 supports Wake-on-Network (WOL).
  7. USB: 4 USB 3.2 Gen1 (5 Gbps) ports, 2 USB 2.0 ports
  8. Dimensions: 212 mm (W) x 165 mm (D) x 63 mm (H),weight about 2.2kg
  9. Suitable for: robotic arms, AMRs, machine vision systems, and roadside cabinets
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03

Arm System NVlDlA Jetson™ E...

  1. CPU:8 x Arm® Cortex®-A78AE v8.2(Jetson AGX Orin 32G)

                  12 x Arm® Cortex®-A78AE v8.2(Jetson AGX Orin 64G)

  1. Memory:32 GB/64 GB
  2. Display:1 x HDMI 2.0b,3840 x 2160@60Hz
  3. Ethernet:1 x 10/100/1000 MbpsRJ45,1 x 10 GbpsRJ45
  4. USB:1 x USB 3.2 Gen2,Type-C /2 x USB 3.2 Gen1,Type-A/1 x USB 2.0,Type-C for OS Flash/1 x USB 2.0,DB15
  5. COM:1 x RS-232,DB9 1 x RS-422/485,DB9
  6. Wireless Interface:Wi-Fi/Bluetooth/Cellular/GPS
  7. Power:12~36 VDC
  8. Dimensions:270 x 195 x 80mm,weight about 4.2Kg
  9. operating system:Ubuntu Desktop
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04

SINSMART Intel Core 12/13 g...

CPU:supports Intel® 12th/13th generation Core i3/i5/i7/i9 processors
Memory:2*SODIMM memory slots,up to 128GB
Display:1*VGA (resolution up to 1920*1200),1*DP (resolution up to 4096*2304)
Network port:2*Intel®I226-IT 2.5G network port, 1*Intel®I219-LM Gigabit network port
USB:6*USB3.2 Gen2X1 (10Gbps),1*Built-in USB2.0 port (for dongle)
COM:2*RS232/422/485 (COM1/2)
Dimensions and weight:214*400*196mm; about 6.2Kg
Operating system:Windows10/11, Windows server2019, Ubuntu22.04

 

Model: SIN-3412-R680E

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05

SINSMART Intel Core 12/13th...

CPU:supports Intel® Core 12/13 generation I3/I5/I7/Pentium/Celeron processors
Memory:2*DDR4 2666/2400MHZ supports up to 64G
Display:1*HDMI interface, 1*VAG interface, 1*DP interface
Hard disk:Supports 1*2.5inch SATA3.0SSD hard disk,1*M.2M Key slot
USB:6*USB3.0, additional internal 4*USB2.0 connectors, up to 10*USB ports
Chassis size:360*235*165mm
System support:Windows10/11, Linux

Model: SIN-3791-Q670

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06

SINSMART Intel Core 10/11th...

Chipset:Intel H420E chipset
CPU:Intel Core 10/11 generation I3/I5/I7
Memory:2*DDR4 supports up to 64G memory
Display:2*HDMI interface, 1*DP interface
Hard disk:1*SATA3.0, supports 1*2.5" hard disk,1*M.2 M Key
USB:6*USB (4*USB3.2, 2*USB2.0 internal lead)
COM:6*COM (2*RS232/422/485 internal lead 4*RS232 internal lead)
Chassis size:290 (with wall mount 330)*200*72mm
Operating system:Windows10/11,Linux

Model:SIN-3065-H420E

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07

SINSMART Core 12/13th Rich ...

CPU:supports Core 12/13 generation processors
Memory:2*DDR5,64G
Display2*DP, 2*HDMI
Network port:1*Intel@i225-V 2.5GbE, 1*Intel@i225-LM2.5GbE
USB:4*USB3.2 (Gen.2) rear I/O, 4*USB2.0
COM:2*RS232/422/485, 2*RS232, 1*RS232 internal lead
Chassis size:306*199*79mm weight about 5.5kg
Operating system:Windows 11, Ubutun, CentOS

Model:SIN-3291-Q670E

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08

SINSMART Core 8th H310 Chip...

Chipset:Intel H310 chipset
Memory:Up to 32G DDR4 2666
Hard Drive:2*SATA ports,1*mSATA port
Display:2*DVI-D ports (supports 1920X1200 resolution)
USB:4*USB 3.1 ports
Size:185 x235 x174mm,weight about 4kg
Application Areas:industrial automation logistics sorting, bridges and tunnels, etc.

 

Model: SIN-3512-H310

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09

SINSMART Intel Core 6-9th H...

Chipset: Intel Core 6-9th H110 
Memory:2*DDR4 supports up to 32G memory
Hard Drive:2*SATA3.0, support 1*2.5"Hard disk,1*Mini-PCIe slot (mSATA)
Display:1*HDMI ,1*DVI-D
USB:8*USB port (4*USB3.0, 4*USB2.0)
Size:268*200*75mm
Operating system:Windows7/8.1/10/11, Windowsserver2016
Application Areas:AGV carts, machine vision, industrial automation logistics sorting, bridges and tunnels, etc.

Model: SIN-3025-H110

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10

SINSMART Intel Core i5-1035...

CPU:Intel Core i5-1035G1 processor
Memory:1*DDR4 32G memory 
Hard Drive:1*SATA3.06Gbps interface
Display:1*HDMI
USB:6*USB (4*USB3.2, 2*USB2.0 internal lead)
Size:214*156*52mm
Operating system:Windows 10/11 Linux
Application Areas:Industrial automation,AGV robots,Machine vision

Model: SIN-3002-1035

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11

SINSMART Intel®C246 chipset...

Chipset:Intel®C246 chipset
CPU:supports Intel Xeon series, Core 9th generation I3/I5/I7 processors
Memory:supports DDR4 2133 SDRAM memory, supports 128GB
Display:1*DVI-D port, 1*VGA port, 1*DP port
USB:8*USB ports
Weight about 7kg
Power supply support:8~35V DC DC power input
Application Areas:Machine vision,Industrial automation,Artificial intelligence,Data collection

Model: SIN-3079-C246

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12

Intel Core i3/i5/i7/i9 High...

CPU:Intel® 12th/13th/14th generation Core i3/i5/i7/i9 Pentium/Celeron processors
Memory:2*DD5⁵SODIMM 4800MHZ memory slots,up to 64GB
Storage:2*SATA ports
Display:1*HDMI 1.4b, supports 3840*2160 resolution,1*DP port, supports 4096*2304 resolution
USB:8*USB ports
Power supply:1*3PIN pluggable terminal block, 12-35V power input
Weight about 4.2Kg
Application Areas:automated industry,edge computing,smart factory

Model: SIN-3312-Q670E

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13

SINSMART H420E chipset rugg...

CPU:Core 10/11 generation processor (up to 125W power consumption).
Memory:2*DDR4 memory DIMM 2933/3200 memory slots support up to 64G.
Display:1*VGA, 2*HDMI ports.
Hard Drive:4*SATA III ports, 1*M.2 Mkey (co-configured with SATA4).
Expansion:1*PCle*16, 1*PCle*4, 5*PCl slots.
Weight about 9kg. 
Application areas:Industrial Automation.Machine Vision.Deep Learning.AI.

Model: SIN-5309-JH420MA

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14

Intel®Core™i5-1135G7 Embedd...

Intel®Core™i5-1135G7, quad-core, clocked at 2.4GHz.
1*DDR4 3200MHz non-ECC SO-DIMM,Supports up to 32GB
1*SATA 3.0 Harddisk
Chassis size(268*156*55mm),Weight about 2.7kg
Thefanless pc is suitable for AGV car, machine vision, new energy, industrial automation and other fields.

Model:SIN-3092-1135

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15

Q370 chipset 32G 4COM 8USB ...

 CPU:LGA1151 architecture, supports Intel Core 8th generation I3/I5/I7 processors
▶  Memory:2*DDR4 2666/2400SDRAM SO-DIMM memory slot, support 32G
▶  Display:1*DVI-D interface, 1*VGA interface,1*DP interface
▶  Harddisk:2*SATA interface
▶  Power support:DC 8V~35V power supply
▶  Weight about 4.5kg
▶  Application Areas:Autonomous driving of driverless cars,Artificial Intelligence Calculation

Model:SIN-3116-Q370

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16

Intel Core 8/9th-Gen H310 c...

Chipset:Intel® H310 chipset
CPU:8/9th-Gen Core™ LGA1151CPU
Memory:32G
Display:2*DVI-D port (supports 1920x1200 resolution)
Hard disk:2*SATA port (can connect to 2.5" mechanical hard disk/solid state drive),1*mSATA port
Power supply :8~35V DC
Weight about 3.0kg
Application areas: machine vision, automatic driving platform, intelligent construction site, intelligent medical treatment, deep learning and other scene applications.
Model:SIN-3312-H310

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17

Intel I7 Processor High Per...

CPU:Intel®Core™ i7-1165G7, quad-core, main frequency 2.8GHz
Memory:Support up to 32GB.
Display:1*VGA interface, 1*HDMI interface, 1*LVDS connector.
Harddisk:1*SATA 3.0
Weight about 2.7kg
Power supply:DC IN 12V
Applicable to machine vision, new energy, industrial automation, robotics
Model:SIN-3092-1165

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18

Industrial Embedded PC Rugg...

Intel® H110 chipset support Intel Core 6/7/8 generation i3/i5/i7.

1*SO-DIMM memory slot, support 16G memory.

Display:1*VGA port, 1*HDMID

Hard disk:1*SATA III port 1*mSATA port

Expand:2*MiniPCle (with SIM bracket), 1*Mini PCle 

Weight about 1.9kg.

Application areas:automated industry,edge computing,smart factory,5G.

Model:SIN-3074-H110

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19

Waterproof Desktop Computer...

Q170 chipset supports Intel Core 6 generation I3/15/7 processors.

2*204pin DDR42133MHz SO-DIMM memory slots, support 32G.

Display :1 DVI-D port, 1 VGA port, 2 DP ports.

Hard Drive:2 SATAII ports (support 2.5-inch HDD and SDD), support RAID0/1, 1 mSATA port.

Weight about 4.8kg.

Application areas:machine vision, deep learning, cloud computing industry.

Model:SIN-3016GTX-Q170 

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20

I5 Desktop Embedded Fanless...

CPU:Intel® Core™ i5-8265U, quad-core, 1.6GHz, TDP15W。
Memory:1*DDR4non-ECC SO DIMM 2133/2400MHz supports 16G。
Display:1*VGA port, 1*HDMI port, 1*LVDS connector.
Hard disk:1*SATAllll, 1*full-height MSATA, 1*M.2(NGFF)M-KEY.
Application areas:express cabinet,Number taking machine,machine vision,Internet of things.

Model:SIN-3002-8265U

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sinsmart cooperative customers - intel
sinsmart cooperative customers - microsoft
sinsmart cooperate customers -HUAWEI
sinsmart cooperate customers -Dahua Technology
sinsmart cooperate customers -Li Auto
sinsmart cooperate customers -JAC
sinsmart cooperate customers -HIK VISION
sinsmart cooperate customers -BYD

Machine Vision Computer PC Advantages

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Low-Latency

In automated production lines, delays can lead to defects or bottlenecks. Machine Vision Computers need ultra-low latency I/O interfaces (like GigE Vision, USB3 Vision, or Camera Link) and real-time OS support to ensure precise synchronization with cameras and robotic systems.

Compact Industrial Demands Drive Innovation

Compact size

Many machine vision applications require the PC to be installed close to the camera system or embedded into robotic arms. Small footprint, fanless designs, and modular I/O make industrial PCs for machine vision adaptable to diverse factory layouts.

Compact Power for Precision — SINSMART Embedded Mini PC in Laser Welding

Connectivity & Expansion Options

Supporting multiple high-resolution cameras simultaneously requires industrial PCs for machine vision to have PCIe slots, M.2 NVMe interfaces, and sufficient RAM bandwidth. Expandability is crucial for future upgrades without replacing the entire system.

fanless design industrial mini pc

Fanless Design

Without internal fans, heat dissipation relies on the chassis design and internal layout rather than airflow. This structure reduces thermal fluctuation caused by dust buildup or fan degradation, helping the mini fanless computer maintain stable performance over extended runtimes.

embedded industrial computer

Ruggedized Reliability

Production floors often have dust, vibration, high temperature, or electromagnetic interference. Embedded machine vision computers must meet industrial-grade standards (like IP50+, MIL-STD-810G) and have wide-temperature operating capabilities to ensure consistent operation.

Model Comparison about Industrial PCs for Machine Vision

Use our comparison guide to find the perfect industrial computing platform for your automation needs. Whether you require high-speed data throughput for GigE cameras, FPGA/GPU acceleration for deep learning, or a compact fanless design for space-constrained environments, our Machine Vision PCs are built to deliver 24/7 reliability and real-time processing power.

Model SIN-3094-H610EFT SIN-31A4-H810 SIN-3322-A78AE SIN-3412-R680E SIN-3791-Q670 SIN-3065-H420E SIN-3291-Q670E SIN-3512-H310 SIN-3025-H110 SIN-3002-1035 SIN-3079-C246 SIN-3312-Q670E SIN-5309-JH420MA SIN-3092-1135 SIN-3116-Q370 SIN-3312-H310 SIN-3092-1165 SIN-3074-H110 SIN-3016GTX-Q170 SIN-3002-8265U
CPU & Platform Intel 12th/13th/14th Gen Core (H610E) Intel 12th/13th/14th Gen Core (H810) AMD Ryzen Embedded A78AE Platform Intel 12th/13th/14th Gen Core (R680E) Intel 12th/13th/14th Gen Core (Q670) Intel 10th/11th Gen Core (H420E) Intel 12th/13th/14th Gen Core (Q670E) Intel 8th/9th Gen Core (H310) Intel 6th/7th/8th/9th Gen Core (H110) Intel Core i5-1035G1 (15W Mobile) Intel Xeon E / 8th/9th Gen Core (C246) Intel 12th/13th/14th Gen Core (Q670E) Intel 10th Gen Core (JH420MA Specialized) Intel Core i5-1135G7 (15W/28W Mobile) Intel 8th/9th Gen Core (Q370) Intel 8th/9th Gen Core (H310) Intel Core i7-1165G7 (15W/28W Mobile) Intel 6th/7th Gen Core (H110) Intel 6th/7th Gen Core (Q170 Onboard GPU) Intel Core i5-8265U (15W Mobile)
PCIe/PCI Expansion Slots Pure Fanless Compact (No desktop PCIe) 4x PCIe Slots (Multi-card setup) 2x PCIe x16 slots (Gen4 execution) Multiple PCIe Gen5/Gen4 Slots 2x PCIe x16, 1x PCIe x4, 1x PCIe x1 1x PCIe x16, 1x PCIe x4 1x PCIe x16 Gen4 (Supports GPU card) 2x PCIe / PCI hybrid slots 1x PCIe x16, 1x Mini-PCIe slot Internal Mini-PCIe / M.2 slots only 2x PCIe x16, 2x PCIe x4, 3x PCI slots 2x PCIe Slots (Flex expansion) Specialized Multi-channel integrated IO Internal Mini-PCIe & M.2 slots Up to 4-6x PCIe/PCI hybrid slots 2x PCIe Slots (Entry expansions) Internal M.2 E/M-Key expansion only 1x PCIe x16 slot for basic grabber Dedicated NVIDIA GTX discrete GPU slot Internal Mini-PCIe slot for Wireless
LAN Ports (GigE Vision) 4x Intel i226 2.5GbE LAN 2x to 4x Intel Gigabit LAN 4x 2.5GbE LAN Ports 4x to 6x 2.5GbE / 1GbE ports 2x to 4x Intel Gigabit LAN 2x Intel Gigabit LAN ports 6x 2.5GbE LAN (Optional PoE+) 2x Intel Gigabit LAN ports 4x Intel Gigabit LAN ports 4x Intel i210 Gigabit LAN 2x Intel Gigabit LAN (Server Grade) 4x Gigabit/2.5GbE Intel LAN 4x Intel Gigabit LAN controllers 2x Intel Gigabit LAN 2x to 4x Intel Gigabit LAN 2x Intel Gigabit LAN ports 2x or 4x Intel Gigabit LAN 2x Intel Gigabit LAN ports 2x to 4x Intel Gigabit LAN 4x Intel Gigabit LAN ports
USB Ports (USB3 Vision) 4x USB 3.2, 2x USB 2.0 4x USB 3.0, 2x USB 2.0 4x USB 3.2 Gen2 (10Gbps) 6x to 8x USB 3.2 Gen2 (10Gbps) 4x USB 3.2, 4x USB 2.0 4x USB 3.0, 2x USB 2.0 8x USB 3.2 Gen2/Gen1 ports 4x USB 3.0, 2x USB 2.0 4x USB 3.0, 4x USB 2.0 4x USB 3.2 3200 6x USB 3.1, 4x USB 2.0 6x USB 3.2 Gen2 ports 4x USB 3.0, 4x USB 2.0 4x USB 3.2 / Type-C 6x USB 3.1 / USB 3.0 ports 4x USB 3.0, 2x USB 2.0 4x USB 3.2 / Type-C link 4x USB 3.0, 2x USB 2.0 6x USB 3.0 high-speed ports 4x USB 3.0, 2x USB 2.0
COM & DIO (Trigger/PLC) 2x COM, Supports Digital IO setup 2x COM, Optional DIO module 4x COM, 8-bit DIO layout 2-4x COM, Isolated DIO triggers 6x COM, Rich DIO automation hub 2x COM, Basic DIO signals 4x COM, 16-bit Isolated DIO 4x COM, Basic DIO setup 6x COM, Rich DIO for multi-stations 2x COM, Optional 5th LAN/DIO 6x COM, Isolated DIO for automation 4x COM, Isolated DIO module 10x COM, Heavy duty Multi-serial DIO 2x COM, Compact digital IO 6x COM, Rich DIO automation standard 2x COM, Entry level IO triggers 2x COM, Compact DIO pass/fail signaling 2x COM, Basic automation IO 4x COM, Robust DIO for conveyors 2x COM, Basic digital signaling
Power Input 8-48V DC Wide Input 9-36V DC Input 9-36V DC Input 9-36V DC Wide Input 9-36V DC Input 9-36V DC Input 9-48V DC Shielded Input 9-36V DC Input 12-24V DC Input 24V DC Input 9-36V DC Input 9-36V DC Input 12V/24V DC Auto-sensing 12V DC Input 9-36V DC Input 9-36V DC Input 9-36V DC Ultra-Compact 12V/24V DC Input 19V / 24V DC Input 12V DC Input
Vision Form Factor & Mounting Slim Fanless Chassis (Wall-mount) Compact Wall-mount Box PC Embedded Fanless Machine Node Heavy-duty Expandable Wall-mount Standard Tower/Wall-mount IPC Compact Desktop/Wall-mount IPC Rugged Embedded Edge AI Chassis Entry Box PC (Wall-mount) Rich Peripherals Wall-mount Hub Compact 4-LAN Core Controller Server Grade High-expandability IPC Mainstream Expandable Fanless Box Specialized Multi-COM Appliance Chassis Compact Logic Vision Engine Legacy Multi-slot Expandable Wall-mount Entry-level Dual-slot Box PC Ultra-miniature Vision Logic Engine Entry level Budget Wall-mount Box Hardware AI Accelerated Box PC Ultra-low Power Vision Gateway

How to Choose a Machine Vision Computer?

  • ✓ Confirm the camera interface
  • ✓ Calculate total image bandwidth
  • ✓ Determine trigger and lighting needs
  • ✓ Define CPU/GPU workload
  • ✓ Check PCIe and frame grabber requirements
  • ✓ Confirm software compatibility
  • ✓ Verify temperature and installation space
  • ✓ Confirm lifecycle and sample availability
* Enter product details such as size, color,materials etc. and other specific requirements to receive an accurate quote. Cannot be empty
Best GPU for Machine Learning​

Not Sure Which Machine Vision Computer You Need?


The required computing power depends on your camera model, camera quantity, resolution, frame rate, vision software and inspection cycle time. A high-end GPU is not necessary for every machine vision system, while an underpowered platform may cause image loss, processing delays or unstable inspection results.


Send us your camera configuration and processing requirements. Our engineers will help you select a suitable machine vision computer, camera interface and CPU or GPU configuration.

Get a Computing Platform Recommendation

How Much Computing Power Does Your Machine Vision Application Need?layer-3-8

The right machine vision computer depends on more than the processor model. Camera resolution, frame rate, image-processing algorithms, interface bandwidth and real-time response requirements all affect the computing platform you need. SINSMART provides machine vision industrial PCs for applications ranging from basic barcode reading and 2D inspection to multi-camera AOI, 3D vision and deep learning inference.

Barcode Reading, OCR and Presence Detection


Recommended Platform: Intel Core i3 or Core i5 with integrated graphics


Basic vision tasks such as barcode scanning, OCR, label verification, object presence detection and simple measurement usually do not require a dedicated GPU. A compact fanless machine vision computer with sufficient USB or GigE connectivity can provide reliable performance while reducing power consumption and installation space.


Typical Applications:

  • Barcode and QR code reading
  • Label and character recognition
  • Object presence or absence detection
  • Basic dimension measurement
  • Packaging verification


Key Requirements: 1–2 cameras, GigE or USB3 interfaces, compact size and stable 24/7 operation.

2D Defect Inspection


Recommended Platform: Multi-core Intel Core i5 or Core i7


Surface inspection, dimensional measurement, pattern matching and traditional rule-based defect detection rely mainly on CPU performance. A higher-core-count industrial PC for machine vision helps process higher-resolution images and maintain consistent inspection speeds on production lines.


Typical Applications:

  • Surface scratch and dent detection
  • PCB component inspection
  • Product dimension measurement
  • Print and label quality inspection
  • Assembly verification

Key Requirements: Multi-core CPU, high-speed image input, NVMe storage and isolated I/O for PLC or reject-system control.

Multi-Camera AOI


Recommended Platform: High-performance Intel Core i7 or Core i9 with high-bandwidth I/O


Automated optical inspection systems using multiple cameras must capture and process several image streams at the same time. A multi-camera industrial PC should provide sufficient CPU performance, independent high-speed LAN or USB controllers, fast storage and PCIe expansion for frame grabbers or additional camera interfaces.


Typical Applications:

  • PCB and semiconductor AOI
  • Multi-angle product inspection
  • Battery and electronics inspection
  • High-speed packaging inspection
  • Large-part surface inspection

Key Requirements: 4–8 camera connections, multi-GigE or PoE ports, high-speed NVMe storage, PCIe expansion and synchronized trigger support.

3D Vision and Point Cloud Processing


Recommended Platform: Intel Core i7 or Core i9 with a dedicated NVIDIA GPU


3D cameras, stereo vision and point cloud processing require more parallel computing power than standard 2D inspection. A machine vision PC with GPU acceleration can improve depth-map generation, object localization, point cloud filtering and robotic path-planning performance.


Typical Applications:

  • 3D dimension measurement
  • Robotic bin picking
  • Pallet and package recognition
  • Weld seam inspection
  • Surface profile and volume measurement

Key Requirements: Dedicated GPU, high-speed Ethernet or USB3 connectivity, sufficient GPU memory and PCIe bandwidth.

Deep Learning Vision Inference


Recommended Platform: NVIDIA Jetson Orin, NVIDIA RTX GPU or an AI accelerator


Deep learning inspection applications use trained neural-network models to identify complex defects, classify objects and detect irregular patterns that are difficult to define with traditional rules. A vision AI computer should be selected according to model size, image resolution, camera count and required inference speed.


Typical Applications:

  • Complex defect classification
  • Object detection and segmentation
  • Food quality grading
  • Visual anomaly detection
  • AI-based sorting and robotic guidance

Key Requirements: GPU or NPU acceleration, adequate TOPS or GPU memory, optimized AI software support and reliable thermal management.

AI Model Training and Development


Recommended Platform: Expandable GPU workstation or industrial server


AI model training requires significantly more computing power and GPU memory than edge inference. Training is usually completed on a GPU workstation or server, while the trained model is deployed on a compact edge AI computer for real-time inspection.

Using separate platforms for training and inference can reduce deployment cost, power consumption and system size without sacrificing production-line performance.


Typical Applications:

  • Building and retraining defect-detection models
  • Processing large image datasets
  • Testing multiple neural-network architectures
  • Developing and validating vision algorithms

Key Requirements: High-performance NVIDIA GPU, large GPU memory, high-capacity storage and adequate cooling.

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Rugged tablet for Agricultural
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Machine Vision Computer Applications

SINSMART industrial PCs for machine vision enable real-time inspection and quality control across automotive, electronics, food, pharmaceuticals, and logistics. Rugged, high-performance, and modular, they handle multi-camera data, harsh environments, and fast production lines, ensuring accurate, reliable, and scalable machine vision solutions.

Machine Vision Embedded Computer Related Videos Video

Watch our machine vision application, production, and testing videos to see how each industrial PC for machine vision is manufactured and verified for reliable industrial deployment.

Cooperative Partner

Partnering with Global Enterprises Since 2008, SINSMART is trusted by Industry Leaders Worldwide.
sinsmart cooperate customers - baidu
cooperative customers - google
cooperative customers - intel
cooperative customers - microsoft
sinsmart cooperate customers -BYD
sinsmart cooperate customers -HIK VISION
sinsmart cooperate customers -JAC
sinsmart cooperate customers -Li Auto
sinsmart cooperate customers -Tencent
sinsmart cooperate customers -Dahua Technology
sinsmart cooperate customers - alibaba
sinsmart cooperate customers -Tsinghua University

SINSMART Certifications

SINSMART embedded Computers are desiged to meet the highest global standards, featuring full CE(EMC), FCC, ISO 9001, FCC, RoHS, ENERGY CONSERVATION CERTIFICATION, and Wide Temperature Test Report certifications to ensure seamless compliance and 24/7 operational safety in your most demanding industrial environments.

SINSMART - CHINA CERTIFICATION FOR ENERGY CONSERVATION PRODUCT CERTIFICATION

ENERGY CONSERVATION CERTIFICATION

SINSMART ccc certification (1)

CCC CERTIFICATION

certificate of emc compliance

Certificate of EMC Compliance

certificate of emc compliance1

Certificate of EMC Compliance

embedded computer Certification of Conformity

Embedded PC - CE Certificate

embedded computer CE (EMC LVD) Certification of Conformity

Embedded PC - CE (EMC/LVD) Certification

software-works-registration-certificate-1

Industrial Automation Configuration Monitoring Software - Computer Software Copyright

Machine Vision Inspection System - Computer Software Copyright

Machine Vision Inspection System - Computer Software Copyright

Internet of Things Integrated Management System - Computer Software Copyright

Internet of Things Integrated Management System - Computer Software Copyright

Portable Classified Security Protection Hardware Host - Patent Certificate

Portable Classified Security Protection Hardware Host - Patent Certificate

Industrial PC - Patent Certificate

Industrial PC - Patent Certificate

Zhejiang Provincial Science and Technology Enterprise Certificate

Zhejiang Science and Technology Certificate

embedded computer RoHS Certification

EMBEDDED COMPUTER ROHS CERTIFICATION

FAQs About Industrial PC for Machine Vision

  • 1. What is a Machine Vision Computer?

  • 2. What industries use Machine Vision Computers?

  • 3. Can Machine Vision Computers support multiple high-resolution cameras?

  • 4. Are Machine Vision Computers suitable for harsh environments?

  • 5. What kind of processing power is needed for Machine Vision applications?

  • 6. Can I integrate Machine Vision Computers into existing production lines?

  • 7. Do Machine Vision Computers support AI or deep learning algorithms?

  • 8. How do I choose the right Machine Vision Computer for my application?

Industrial PC for Machine Vision Solutions

LET'S TALK ABOUT YOUR PROJECTS

  • sinsmarttech@gmail.com
  • 3F, Block A, Future Research & Innovation Park, Yuhang District, Hangzhou, Zhejiang, China

Our experts will solve them in no time.

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