Kit intelligent
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
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Core Technical Specifications
AI Computing Power 14 TOPSCamera Protocol ONVIF, H.264/H.265, 1080P @ 25 fpsCPU Octa-core, up to 2.7 GHzDimensions (W × D × H) 199 × 152 × 43 mmEdge Recognition Real-time AI image recognitionEthernet 4 × 10/100 Mbps (PoE) + 2 × 10/100 MbpsLock Control Smart electronic lock, LED status indicatorOperating Temperature -10 ~ 60 °COS Android 12Power Input 12 V DCRAM / Storage 8 GB / 128 GBVoice Output 5 W speaker support
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AE510 Interfaces
Antenna (4G) 2Antenna (Wi-Fi) 2Battery Interface 1DO (Digital Output) 2Ethernet 2HDMI 1LED 4Lock Interface 2NTC 1RS232 2RS485 2SIM 2Speaker Interface 1USB Type-A 2USB Type-C 1
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Processor
AI Computing Power 14 TOPSCPU Octa-core, up to 2.7 GHzOS Android 12RAM 8 GBStorage 128 GB
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Interface
Battery Interface 1 × HX25003-2WAP2DO (Digital Output) 2 × S04B-XASK-1Ethernet 4 × 10/100 Mbps RJ45 (PoE for IP cameras) + 2 × 10/100 Mbps RJ45HDMI 1 × HDMILED 4 × S02B-XASK-1Lock Interface 2 × HX25035-7YNTC 1 × S02B-XARK-1Serial Port 2 × RS232 (DB9), 1 × RS485 (15EDGRC-3.81), 1 × RS485 (HX25035-4WAP2)SIM 2 × Nano SIM SlotSpeaker Interface 1 × SPK, supports 5 W speakerUSB 2 × Type-A, 1 × Type-C
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Antenna
4G Antenna 2 × SMAWi-Fi Antenna 2 × RP-SMA
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Buttons & Indicators
Buttons 1 × Power Button, 1 × Mode ButtonIndicators 1 × Power, 1 × Status, 1 × 3G/4G
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AI Camera
3D Noise Reduction SupportedEncoding Format H.264 / H.265Image Sensor 1/2.8" CMOSLens F:2.0, FOV D: 140°, H: 115°, V: 65°, Focal length 3.0 mmLow Illumination SupportedMax Frame Rate 25 fpsMax Resolution 1920 × 1080Operating Temperature -10 ~ 50 °CPower Consumption ≤ 1.8 WPower Input 12 V DCProtocol ONVIFQuantity 4White Balance AutoWide Dynamic Range Supported
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Smart Lock
LED Indicator Green (unlock), Red (lock)Lock Dimensions 190 × 25 × 37 mmMechanical Life ≥ 300,000 cycles, failure rate < 3%Panel Size 190 × 25 × 3 mmWorking Current Start 1.2 A, Steady 0.13 AWorking Voltage 12 V DC ± 10%
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Speaker
Dimensions Φ100 × 45 mmMagnet Φ12.5 × 4.0 mm Nd-Fe-BMax Power 5.0 WNominal Power 3.0 W
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Backup Battery
Cycle Life ≥ 300 cycles @ 80% capacity retentionDimensions 70 × 57 × 20 mmMax Discharge Current 2 ANominal Voltage 11.1 ~ 12.6 VOperating Temperature Charging: 0 ~ 45 °C, Discharging: -20 ~ 60 °CProtection Overcharge, overdischarge, overcurrent, short circuitTypical Capacity 2000 mAh
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Mechanical
Cooling FanlessDimensions (W × D × H) 199 × 152 × 43 mm (including installation parts)Housing MetalProtection Rating IP40
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Environmental
Humidity 5 ~ 95% (non-condensing)Operating Temperature -10 ~ 60 °CStorage Temperature -40 ~ 85 °C
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Compliance
EMC ESD / EFT / Surge: Level 2
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Operating System
OS Android 12
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Camera & Video
Image Processing Auto white balance, 3D noise reduction, wide dynamic rangeImage Resolution 1080P / 720P / 360P / D1 @ 25 fpsLow Illumination SupportedTransmission Protocol ONVIFVideo Encoding H.264 / H.265
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Edge Computing
AI Computing Power 14 TOPSDevelopment Environment Android application development supportRecognition Edge-side AI image recognition
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Network
Cellular 4G LTEEthernet 4 × 10/100 Mbps PoE + 2 × 10/100 MbpsWi-Fi 2.4 GHz
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
Technology changes life
And vending retail makes shopping more convenient.
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Learn More →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.
Does the AI smart cooler solution support local recognition?
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.
How many cameras are required for one cabinet, and how is recognition accuracy ensured?
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.
Does the device support temperature control and temperature monitoring?
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.