Solutions Overview
CSUN provides industry-specific solutions that combine camera modules, edge AI processing boards, AI recognition algorithms, and video streaming technologies.
Beauty Device Image Processing Inspection System
An appearance inspection and operation verification system that uses high-resolution cameras and image processing algorithms for beauty device manufacturing processes and operation validation.
System Configuration
| Component | Details |
|---|---|
| Camera | High-resolution MIPI/USB camera (IMX415 / OV4689) |
| Processing Board | RV1126B edge AI board |
| Image Processing | Appearance inspection, scratch detection, dimensional measurement, color judgment |
| Lighting | Coaxial epi-illumination + dome lighting (selected according to the target object) |
| UI | Inspection interface for PC or tablet |
Key Features
- Appearance Defect Inspection: Automatic detection of fine scratches, dents, and foreign particles using deep learning
- Dimensional Measurement: High-precision measurement using edge detection + calibration
- Color Unevenness Assessment: Quantitative evaluation of coating and printing quality through color space analysis
- Operation Verification: Verification of motor-driven component operation (speed, vibration, abnormal noise)
- Inspection Report Output: Automatic CSV/PDF report generation, inspection history management
Deployment Benefits
- Quality stabilization through automation of visual inspection
- Reduced inspection time (approx. 1/5 of visual inspection)
- Quantification of inspection data and traceability assurance
- Unattended inspection capability for nighttime and holidays
Supported Inspection Targets
Appearance inspection of enclosures, control panels, charging terminals, cables, and accessories for beauty devices (hair irons, hair dryers, facial devices, etc.). Custom configurations can also be applied to other small precision devices.
Industrial QR Code Reading Solution
A high-speed, high-precision industrial QR code and barcode reading system for manufacturing lines and logistics sites.
System Configuration
| Component | Details |
|---|---|
| Camera | Global shutter monochrome/MIPI camera |
| Processing Board | RV1126B / RK3588 edge AI board |
| Recognition Engine | Proprietary QR/barcode decoding algorithm |
| Communication | Ethernet / RS-232C / USB (PLC integration support) |
| UI | Web browser-based configuration and monitoring interface |
Key Features
- High-Speed Decoding: Continuous reading at up to 60fps, moving object support
- Multi-Code Support: QR Code, Data Matrix, Code 128/39, EAN/UPC, PDF417
- Multi-Code Simultaneous Reading: Batch recognition of multiple codes in a single frame
- Low-Contrast Support: Code recognition for laser marking, dot peen marking, and reflective surfaces
- PLC Integration: Reading result transmission to PLC, trigger input support
- Log Management: Reading history, image storage, NG rate aggregation
Deployment Benefits
- Reduced read error rate (1/10 or less compared to conventional methods)
- Increased line speed (up to 120m/min)
- Reduced manual reading and transcription labor
- Enhanced traceability
Supported Industries
Applicable to a wide range of industrial sectors including automotive parts, electronic components, pharmaceuticals, food products, and logistics warehouses.
Electronic Piano LCD Display and Control System
A custom LCD display and control board solution for electronic pianos. An embedded Linux-based system that displays keyboard information, performance guides, settings menus, and more.
System Configuration
| Component | Details |
|---|---|
| Display Panel | 10.1-inch TFT LCD (1280x800 / 1920x1080) |
| Control Board | ARM Cortex-A series embedded Linux board |
| Input | Capacitive touch panel (multi-touch support) |
| Communication | USB-MIDI, Bluetooth MIDI, UART |
| Software | Embedded Linux + custom GUI framework |
Key Features
- Sheet Music Display: Auto-scrolling display of PDF / MusicXML scores
- Performance Guide: Keyboard light synchronization, key press timing display
- Settings Menu: Voice selection, metronome, recording settings
- Lesson Mode: Left-hand/right-hand part practice, tempo adjustment
- Multi-Language GUI: Japanese, English, Chinese, Korean support
- OTA Updates: Firmware updates via network
Deployment Benefits
- Improved usability by moving away from paper sheet music
- Enhanced learning efficiency through performance guide features
- Brand differentiation through custom GUI
- Content distribution support via network functionality
Customization Options
Customization is available to meet the requirements of instrument manufacturers, including screen size, GUI design, display languages, and MIDI feature extensions.
Deployment Process
- Requirements Gathering: Confirmation of requirements, targets, and existing systems
- Feasibility Verification: Technical verification, sample evaluation
- PoC: Small-scale verification, on-site suitability confirmation
- Custom Development: Design and implementation of individual requirements
- Deployment and Operation: Installation, training, maintenance support
Related Documentation
- USB Night Vision Camera Module
- Edge AI (RV1126B + IMX415)
- AI Recognition Algorithms
- WebRTC / Recording SDK
Contact
For details on each solution, PoC verification, or customization, please contact us.