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AI vending machine retrofit kit with edge-side AI recognition for accurate, fast automated checkout. Features 14 TOPS AI computing power with octa-core processor, 4 × AI cameras for real-time item recognition, and an all-in-one design with smart lock, backup battery, and voice speaker.

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14 TOPS Vision-AI Edge Computer

Edge-side AI
14 TOPS AI computing power with octa-core processor for real-time recognition, enabling accurate and fast automated checkout without relying on cloud connectivity.
Vision System
4 × AI cameras with advanced image recognition for accurate item capture. Features F:2.0 lens, 140° FOV, 1/2.8\” CMOS sensor, 1920×1080 resolution @ 25 fps, with wide dynamic range, 3D noise reduction, and auto white balance.
Compact design
Flexible Retrofit
Highly compatible upgrade solution for traditional vending machines, enabling quick transformation into smart unmanned retail systems without replacing existing infrastructure.
All-in-One Kit
Integrated smart lock with 300,000+ cycle lifespan, 2000 mAh backup battery with overcharge/overdischarge protection, and 5 W voice speaker — all pre-configured for plug-and-play deployment.
external device integration
Open Platform
Android 12 OS supporting custom application development. Provides Ethernet, USB, HDMI, and serial interfaces for flexible integration with external devices and systems.
  • Core Technical Specifications
    AI Computing Power 14 TOPS
    Camera Protocol ONVIF, H.264/H.265, 1080P @ 25 fps
    CPU Octa-core, up to 2.7 GHz
    Dimensions (W × D × H) 199 × 152 × 43 mm
    Edge Recognition Real-time AI image recognition
    Ethernet 4 × 10/100 Mbps (PoE) + 2 × 10/100 Mbps
    Lock Control Smart electronic lock, LED status indicator
    Operating Temperature -10 ~ 60 °C
    OS Android 12
    Power Input 12 V DC
    RAM / Storage 8 GB / 128 GB
    Voice Output 5 W speaker support
  • AE510 Interfaces
    Antenna (4G) 2
    Antenna (Wi-Fi) 2
    Battery Interface 1
    DO (Digital Output) 2
    Ethernet 2
    HDMI 1
    LED 4
    Lock Interface 2
    NTC 1
    RS232 2
    RS485 2
    SIM 2
    Speaker Interface 1
    USB Type-A 2
    USB Type-C 1
  • Processor
    AI Computing Power 14 TOPS
    CPU Octa-core, up to 2.7 GHz
    OS Android 12
    RAM 8 GB
    Storage 128 GB
  • Interface
    Battery Interface 1 × HX25003-2WAP2
    DO (Digital Output) 2 × S04B-XASK-1
    Ethernet 4 × 10/100 Mbps RJ45 (PoE for IP cameras) + 2 × 10/100 Mbps RJ45
    HDMI 1 × HDMI
    LED 4 × S02B-XASK-1
    Lock Interface 2 × HX25035-7Y
    NTC 1 × S02B-XARK-1
    Serial Port 2 × RS232 (DB9), 1 × RS485 (15EDGRC-3.81), 1 × RS485 (HX25035-4WAP2)
    SIM 2 × Nano SIM Slot
    Speaker Interface 1 × SPK, supports 5 W speaker
    USB 2 × Type-A, 1 × Type-C
  • Antenna
    4G Antenna 2 × SMA
    Wi-Fi Antenna 2 × RP-SMA
  • Buttons & Indicators
    Buttons 1 × Power Button, 1 × Mode Button
    Indicators 1 × Power, 1 × Status, 1 × 3G/4G
  • AI Camera
    3D Noise Reduction Supported
    Encoding Format H.264 / H.265
    Image Sensor 1/2.8" CMOS
    Lens F:2.0, FOV D: 140°, H: 115°, V: 65°, Focal length 3.0 mm
    Low Illumination Supported
    Max Frame Rate 25 fps
    Max Resolution 1920 × 1080
    Operating Temperature -10 ~ 50 °C
    Power Consumption ≤ 1.8 W
    Power Input 12 V DC
    Protocol ONVIF
    Quantity 4
    White Balance Auto
    Wide Dynamic Range Supported
  • Smart Lock
    LED Indicator Green (unlock), Red (lock)
    Lock Dimensions 190 × 25 × 37 mm
    Mechanical Life ≥ 300,000 cycles, failure rate < 3%
    Panel Size 190 × 25 × 3 mm
    Working Current Start 1.2 A, Steady 0.13 A
    Working Voltage 12 V DC ± 10%
  • Speaker
    Dimensions Φ100 × 45 mm
    Magnet Φ12.5 × 4.0 mm Nd-Fe-B
    Max Power 5.0 W
    Nominal Power 3.0 W
  • Backup Battery
    Cycle Life ≥ 300 cycles @ 80% capacity retention
    Dimensions 70 × 57 × 20 mm
    Max Discharge Current 2 A
    Nominal Voltage 11.1 ~ 12.6 V
    Operating Temperature Charging: 0 ~ 45 °C, Discharging: -20 ~ 60 °C
    Protection Overcharge, overdischarge, overcurrent, short circuit
    Typical Capacity 2000 mAh
  • Mechanical
    Cooling Fanless
    Dimensions (W × D × H) 199 × 152 × 43 mm (including installation parts)
    Housing Metal
    Protection Rating IP40
  • Environmental
    Humidity 5 ~ 95% (non-condensing)
    Operating Temperature -10 ~ 60 °C
    Storage Temperature -40 ~ 85 °C
  • Compliance
    EMC ESD / EFT / Surge: Level 2
  • Operating System
    OS Android 12
  • Camera & Video
    Image Processing Auto white balance, 3D noise reduction, wide dynamic range
    Image Resolution 1080P / 720P / 360P / D1 @ 25 fps
    Low Illumination Supported
    Transmission Protocol ONVIF
    Video Encoding H.264 / H.265
  • Edge Computing
    AI Computing Power 14 TOPS
    Development Environment Android application development support
    Recognition Edge-side AI image recognition
  • Network
    Cellular 4G LTE
    Ethernet 4 × 10/100 Mbps PoE + 2 × 10/100 Mbps
    Wi-Fi 2.4 GHz
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Standard package*

  • AI Smart Vending Machine Kit *1

*Standard package contents vary by standard crder codes.

Contact us directly to learn more about our packaging options.

AI InVending Cloud

Unattended retail business operation platform

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And vending retail makes shopping more convenient.

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Frequently Asked Questions

Why do I need a smart kit instead of a traditional vending machine?

With the smart kit, a standard refrigerated cabinet can be upgraded into an AI-powered smart cooler by installing cameras, a smart lock, and the AE510 controller. This helps transform staffed retail into unattended retail with lower upgrade complexity.

Compared with traditional vending machines, an AI smart cooler is not limited by fragile packaging such as glass bottles. It also provides a more natural shopping experience, allowing customers to open the door and freely select products just like in a convenience store.

Yes. The AE510 controller features 14 TOPS of AI computing power and an octa-core processor, enabling product recognition to be completed locally inside the cabinet without relying on real-time cloud recognition.

Key benefits include:

  • Fast checkout after the door is closed
  • Stable recognition even when the network fluctuates
  • Lower cloud computing costs
  • Better data privacy and system reliability

Even if the 4G network is temporarily disconnected, product recognition and the shopping process will not be affected. Data can be synchronized once the network is restored.

A standard configuration includes four AI cameras, which can be installed in the four corners inside the cabinet.

The kit includes:

* 4 × AI cameras
* 1 × AE510 AI controller
* 1 × smart lock
* 1 × speaker
* 1 × backup battery

The four cameras cover the interior of the cabinet from different angles and support:

* Product removal recognition
* Product return recognition
* Multi-item pickup recognition
* Recognition in partially obstructed scenarios

Through multi-view image fusion and AI model training, the solution can effectively reduce misrecognition caused by product occlusion.

Yes. The device supports temperature monitoring and provides reserved interfaces for temperature control integration.

The AE510 provides:

  • 1 × NTC interface for temperature sensor connection
  • 2 × DO interfaces for digital output

It can support:

Temperature monitoring
The cabinet temperature can be collected in real time through an NTC temperature sensor. The platform can display temperature data and support alarm settings.

Temperature control integration
Through DO output, the AE510 can control external devices such as:

  • Compressor start/stop
  • Refrigeration controller
  • Fan control
  • Alarm device
  • Indicator light

This enables:

  • Over-temperature alarms
  • Energy-saving mode control
  • Remote temperature management

Beyond product recognition and checkout, the AE510 can also serve as the cabinet’s temperature monitoring and device control hub, enabling an integrated solution that combines AI recognition and temperature management.

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