Manual visual inspection inevitably misses defects, with constant brand-damage risk from escaped defective products.
製造業・化粧品 / 外観検査・画像処理
AI Visual Inspection Solution
Manual visual inspection inevitably leads to missed defects and inconsistent judgments, with constant risk of quality complaints and brand damage. Hiring inspectors is increasingly difficult, making automation an urgent need.
Are you facing these challenges?
Hiring and training inspectors is increasingly difficult, with rising labor costs. Expert tacit knowledge remains uncodified.
Lighting variation and object differences make stable judgment difficult with rule-based image processing alone.
Expected Benefits
AI-based image judgment dramatically reduces missed-defect rates vs. manual inspection, minimizing escape risk.
Automated inspection enables 24/7 operation, fundamentally solving the inspector shortage challenge.
Accumulated inspection data enables manufacturing process improvements, boosting both quality and productivity.
Use Cases
Cosmetic container visual inspection (scratches, unevenness, foreign particles, print defects)
Electronic component & connector inspection (bent pins, solder defects, chipping)
Label & print inspection (smudging, misalignment, incorrect printing detection)
Packaging & assembly final inspection (missing parts, assembly errors, foreign object detection)
How CSUN Solves It
Step 1Capture
Stable image capture of targets with industrial camera modules. Optimal imaging through lighting design and lens selection.
Step 2Analyze
High-precision defect and anomaly detection via image processing algorithms and AI inference. Robust judgment logic refined across 4 generations.
Step 3Integrate
Seamless integration into your inspection equipment via SDK, edge AI, and control system interfaces. Stable operation on embedded Linux.
Step 4Scale
End-to-end from evaluation kit and custom development to production calibration. Stable manufacturing backed by long-term supply and quality management.
Related Products
AI Vision Kit
RV1126B AI Vision Kit
RV1126B + IMX415 + AI accelerator. The flagship AI camera development kit with WebRTC streaming, recording SDK, and AI inference SDK in one package.
AI CameraWebRTCRecording SDKAI SDK量産対応
Details Camera Module
Industrial Camera Modules
Industrial camera modules for all AI vision equipment: visual inspection, code reading, care monitoring, and logistics scanning. 5,000+ units shipped in mass production.
Camera Module量産対応MIPIカスタム対応
Details Edge AI
Edge AI Computing Devices
High-performance edge AI platforms including RZ/V2H and RK3588S. Multi-camera input, heavy AI inference workloads — optimized for industrial applications.
Edge AIRZ/V2HRK3588SDRP-AINPU
Details Related Case Studies
美容・化粧品 外観検査・画像処理
Beauty Device Image Processing Inspection System
For beauty devices supplied to major Japanese cosmetics companies, high-precision detection of micro-scratches, unevenness, and foreign particles was essential. Manual inspection suffered from large judgment variance and rising labor costs. Continuous improvement across multiple product generations was also required.
RK3288AR0230画像処理外観検査量産
Details Implementation Steps
- 1Step 1
Discovery: We learn about your product requirements, targets, inspection criteria, and operating environment.
- 2Step 2
Image & Site Assessment: We select the optimal camera, lighting, and processing approach based on sample images and site data.
- 3Step 3
PoC / Evaluation Kit: We set up an evaluation environment with the selected camera module and SDK to verify feasibility.
- 4Step 4
Custom Development: Based on PoC results, we develop hardware and software optimized for your product.
- 5Step 5
Production & Support: End-to-end support from production design and quality management to long-term supply and after-sales.
FAQ
Can you customize camera modules?
Yes, we offer customization from lens selection, FOV, interface (MIPI/USB/CSI) to enclosure design, tailored to your product requirements. Please share your needs first.
Can we start with a production-oriented PoC consultation?
Absolutely. CSUN's strength is end-to-end support from prototype to mass production. We propose designs with production in mind from the PoC stage, enabling a smooth transition to volume manufacturing.
Do you provide WebRTC recording and AI SDK?
Yes, the RV1126B AI Vision Kit provides P2P/WebRTC streaming, recording pipeline, and AI inference SDK in one package. API documentation and sample code are also available.
Are evaluation samples available for the QR code reading module?
Yes, we offer evaluation sample loans. You can test reading performance in your actual usage environment. Please contact us via the inquiry form.
Can you support mass production and long-term supply for the Japanese market?
Yes, CSUN has 15+ years of track record in the Japanese market, with numerous mass production and long-term supply achievements: 20k digital piano units, 5k+ camera modules, 500 logistics devices, and more. Our entire operation — from component selection and quality management to after-sales support — is built for long-term supply.
Planning an AI vision or edge AI solution?
With 4 generations of image processing algorithm improvements, CSUN provides end-to-end support from camera selection and AI judgment to mass production. Proven track record of 20,000 units delivered for beauty device inspection.