Low-latency multi-camera input plus GPU/Jetson edge AI compute for appearance inspection, 3D metrology, robot guidance, vision sorting, and defect classification. GigE / USB3 / PoE+ interfaces, PCIe ×16 GPU expansion, and millisecond response — the compute backbone for industrial vision.
MACHINE VISION
High-speed lines must process 200–300 images per second; if a single frame's inference exceeds 50ms, frames drop. Industrial vision pushes hardware to its limits on real-time response, compute density, and I/O throughput.
A high-speed line passes 200+ parts per second; camera exposure → image processing → AI inference → control-signal output must all complete within 10 ms. Ordinary GPU workstations jitter too much — you need a deterministic industrial PC + real-time OS.
Complex inspection stations need 4–8 GigE or USB3 cameras connected at once, at 5–25 MB per frame. This requires multiple PCIe lanes, multiple GbE ports + PoE+, and enough bandwidth to avoid dropped frames.
Deep-learning inference needs NVIDIA Jetson Orin or a discrete GPU, delivering 100–275 TOPS. The industrial floor rules out ordinary server fans — you need fanless cooling + smart thermal control + long-term stability.
From 2D AOI to 3D metrology to robot guidance to sorting systems, CESIPC industrial AI platforms cover the full stack.
Automated optical inspection for PCBA / auto parts / semiconductors / packaging appearance
3D profile measurement, laser profile scanning, structured-light / ToF 3D imaging
Six-axis / SCARA robots with eye-in-hand / eye-to-hand vision-guided picking
X-ray sorting / color sorting / parcel sorting / produce grading
Core models selected for this industry — covering control, display, communication, and ruggedization across the full stack.
AI Compute Flagship
NVIDIA Jetson Orin NX / AGX Orin edge AI IPC, up to 275 TOPS. Purpose-built for vision inspection, robot guidance, and defect classification.
View EA-N Series →
GPU Workstation
FlexCore™ modular motherboard + PCIe ×16 GPU slot (supports RTX A2000/A4000 industrial GPUs) + multiple GbE ports. The first choice for heavy-duty vision compute.
View EPC-202B →
Mid-Range Compute
Compact fanless industrial PC, 4 GbE + 4 USB3 + 4 COM, ideal for small-to-mid vision systems running Halcon/OpenCV.
View EPC-102A →Share the context (AOI / 3D / robot guidance / sorting), camera count and protocols, AI compute needs, vision software, and real-time requirements, and our engineers will reply within 24 hours with a complete solution, recommended models, and a sample evaluation.
