Embed Industrial AI into Your Hardware
GSmart deeply adapts with camera, edge device, industrial PC, and chip module manufacturers — offering algorithm porting, joint certification, and OEM custom services to co-build integrated 'AI Algorithm + Hardware' delivery terminals.
6+
Mainstream AI Platforms Supported
4–8 Wks
Algorithm Porting Timeline
≤2%
Model Accuracy Loss
Multi-Stream
Concurrent Inference
Cooperation Types
Four Cooperation Formats
Choose the cooperation approach that best fits your product positioning and business goals.
Flash Models at the Factory — AI-Ready Out of the Box
Pre-flash GSmart industrial vision models into hardware devices so products ship with built-in capabilities such as object detection and behavior recognition — no additional configuration needed on the user side.
- Model quantization & platform adaptation
- Firmware integration & OTA support
- Factory test solution
- Co-branding & joint promotion
Software-Hardware Joint Testing & Certified Solutions
GSmart and hardware vendors jointly complete performance testing and compatibility certification to release validated 'software + hardware' recommended configurations, reducing procurement risk for end customers.
- Accuracy & latency joint benchmark testing
- Extreme industrial environment validation
- Certification report & compatibility endorsement
- Recommended configuration list publication
Custom AI Modules for Integration
Custom-develop AI functional modules or SDKs tailored to specific hardware product requirements, enabling integration into cameras, industrial PCs, edge boxes, and other products.
- Scene-specific algorithm custom development
- Lightweight SDK delivery
- Private deployment support
- Long-term maintenance & version iteration
Co-develop New Algorithms for Industry Scenarios
Both parties jointly invest resources to develop new visual recognition capabilities for specific industry scenarios (e.g., mining, port, energy), building differentiated competitive barriers.
- Jointly define scenarios & KPIs
- Joint data collection & annotation
- Shared R&D cost & revenue
- Co-owned intellectual property
Supported Platforms
Supported AI Inference Platforms
GSmart continuously expands platform support. If your platform is not listed, please contact us to discuss adaptation feasibility.
NVIDIA Jetson
Orin / Xavier / Nano
Huawei Ascend
Atlas 200I / 300I
Rockchip RK
RK3588 / RK3566
Sophgo
BM1684X / BM1688
Intel OpenVINO
Core / Xeon
Qualcomm QCS
QCS8550 / QCS6490
Support
What We Provide
Algorithm Porting & Quantization
- Model quantization for target platform (INT8/FP16)
- Inference engine adaptation (TensorRT / RKNN / ACL)
- Accuracy loss assessment & compensation optimization
- Multi-stream concurrent inference performance tuning
Joint Testing Support
- Standardized test dataset provision
- Three-dimensional benchmark: accuracy / latency / power
- Industrial extreme condition stress testing
- Joint test report issuance
Business & Promotion
- Joint solution release
- Hardware partner showcase on GSmart website
- Joint exhibition at industry trade shows
- Co-entry into customer procurement recommendation lists
How to Start
Cooperation Process
Submit Application
Describe your hardware product specs, target industry, and preferred cooperation format.
Technical Assessment
GSmart evaluates platform adaptation feasibility and confirms the algorithm porting timeline and resource requirements.
Joint Development
Algorithm porting, quantization optimization, and joint testing — typically 4–8 weeks.
Certification & Launch
After completing certification testing, publish the joint recommended solution and officially enter the partner network.
Submit a Hardware Adaptation Request
Tell us your hardware platform and target scenario. The GSmart technical team will assess the adaptation plan and provide a feasibility report within 3 business days.