Tailored AI Vision
Don’t settle for “one-size-fits-all” models. We provide end-to-end Custom AI Vision R&D services to train, optimize, and deploy high-precision computer vision algorithms specifically for your environment.
From Data to Deployment: Our Full-Stack R&D Expertise
Core Capabilities – The Custom AI Vision R&D Spectrum
We specialize in training YOLOv8 and YOLOv11 models for niche industrial objects, defect patterns, and complex human behaviors.

Custom Model Training
Advanced model quantization (INT8/FP16) and pruning to ensure peak performance on constrained hardware.

Edge-First Optimization
Seamlessly porting and accelerating models across Rockchip (RK3588/RK3568), NVIDIA Jetson, and Apple Silicon (Metal).

Cross-Platform Porting
Utilizing AI to generate rare edge-case scenarios (e.g., specific fire types or rare machinery failures) to improve model robustness

Synthetic Data Generation
Examples of bespoke algorithms we’ve developed for our global partners:
Specialized Use Cases
Industrial Defect Detection
High-speed surface inspection for electronics, textiles, and automotive parts.
Precision PPE Compliance
Beyond helmets—detecting specialized gear like welding masks, safety harnesses, or cleanroom attire.
Behavioral Analytics
Detecting distracted driving, fatigue, or unauthorized tool usage in hazardous zones.
Thermal AI Integration
Custom analytics for thermal imaging cameras to detect early-stage overheating or fire risks.
Free and open
Why Outsource Your Custom AI Vision R&D to Us?
One-Stop Service
Deep Hardware Integration: We don’t just write code; we optimize for the silicon. Our expertise in Rockchip NPU and Apple Metal ensures 30+ FPS even in complex multi-stream environments.
Private & Secure Architecture: All custom R&D is designed for on-premise deployment. Your proprietary data and trained models stay within your network—100% data sovereignty.
Rapid Prototyping in Shenzhen: Based in the world’s hardware capital, we can rapidly test algorithms on the latest chipsets and sensors, significantly shortening your time-to-market.

Your Success is Our Mission
We provide the tools and training you need to win projects and retain clients.
