Aug 24, 2026TFT display
AI machine vision computer terminal
This integrated terminal abandons the x86‑architecture Windows‑Intel platform and adopts the ARM‑architecture Linux operating system platform. First, it completely avoids high‑cost copyright infringem

Customized Linux Kernel
This integrated terminal abandons the x86‑architecture Windows‑Intel platform and adopts the ARM‑architecture Linux operating system platform. First, it completely avoids high‑cost copyright infringement risks. Second, the Linux operating system, including its kernel source code, is fully open‑source. Its multi‑tasking capability, high real‑time performance and strict user‑operation permission mechanism make Linux particularly suitable for high‑speed real‑time machine vision inspection applications. Third, the open‑source kernel enables solution providers for specific industrial applications to freely customize, add or remove components to build the most suitable kernel for actual project requirements. The machine vision software suite is a revolutionary and premium software product developed based on these advantages.

- Custom Feature 1: The total maximum latency from external detection‑target position sensor signals to light source and camera triggering is less than 50 nanoseconds.
- Custom Feature 2: The complete software suite contains no redundant components. The average memory footprint for normal real‑time inference is around 400 MB.
Dual‑Inference Engine
- The full‑series software is equipped with both traditional logic algorithms and neural‑network AI algorithms. They can be used separately or simultaneously, offering high flexibility for diverse inference tasks in real‑world projects such as object detection, image segmentation and object classification.
- Industry‑leading innovation: For certain AI inference tasks, this inference engine supports zero‑sample on‑site training, maximizing project deployment efficiency for customers.
- Inference models support hot‑plugging and remote model‑switching as value‑added functions.
Industrial Camera Module
- Interfaces: GigE, USB 3.0
- Standards: GenICam‑compliant, supporting GigE Vision / USB3 Vision
- The software suite comes with built‑in industrial camera drivers. It enables viewing and modifying basic parameters, real‑time preview, software‑trigger and hardware‑trigger functions, without requiring the camera manufacturer’s proprietary application.
LED Dimming Module
- Commonly referred to as “lighting” in the industry. This integrated unit features an independent built‑in LED constant‑current driver module with four channels, with a combined maximum power of 30 W.
- LED light‑source operating modes and dimming levels can be configured via the program interface and are automatically saved.
- Industry‑exclusive background‑brightness self‑locking technology greatly improves algorithm redundancy and extends LED light‑source service life.
Programmable IO Module
- This functionality can partially replace an external PLC. After the inference engine completes inference on target images, it outputs final results. Users can select appropriate IO ports to output signal voltages to drive downstream mechanical actuators or audio‑visual alarm devices according to different result requirements.
- Output signal voltage can be configured as constant high‑level or single‑shot delayed high‑level pulse. The maximum delay is 300 ms with a step resolution of 1 ms.
- IO ports can be programmed as input mode to receive pick‑completion signals, maximizing synchronization with robotic‑arm workflows in applicable scenarios.
Cloud‑Interface Module
- Remote program upgrade; a full upgrade takes up to 5 minutes under good network conditions.
- For complex project deployments, this inference machine acts as an edge‑side real‑time data collector, while backend cloud‑based large‑model inference is performed, supporting cloud‑distributed machine‑vision inspection systems.
- All inspection data from the inference machine can be pushed in real time to customer cloud platforms for further processing to support customers’ additional value‑added applications.
- The cloud‑interface module can be fully removed per customer requirements.
Remote Monitoring & Management Center
- When multiple inference machines run on‑site in production, real‑time data can be displayed on large screens in production offices for centralized monitoring and data collection, with seamless integration into production‑management software systems.
- Mobile‑device (e.g. smartphone) access is not supported, considering industrial‑production privacy requirements.
QA Report Center
- The inference machine performs 100 % full inspection of production‑line targets, functioning as a high‑quality quality‑inspection operator.
- Real‑time KPI dashboards display long‑term continuous curves for all detection metrics of production materials.
- The software includes a built‑in MySQL database. All test data is saved in real time. A powerful data‑processing engine generates customized quality‑statistics reports. It can also connect to cloud servers for large‑model big‑data mining to meet users’ stringent quality requirements.




