Industrial Machine Vision

Low-latency FPGA vision processing standard modules support synchronized multi-camera acquisition, accelerating industrial defect detection, robot guidance and AOI equipment.

Typical Application Scenarios

Industrial Inline Defect Detection

High-speed camera image pre-processing and YOLO object detection acceleration on production lines, completing denoising, enhancement and defect classification entirely in FPGA with latency below 1ms, meeting high-speed inspection of hundreds of products per second.

Robot Vision Guidance

Vision positioning module for industrial robots performing real-time 2D/3D coordinate computation and hand-eye calibration, enabling precise gripping with sub-millimeter accuracy.

PCB AOI Inspection

Automated optical inspection for PCBs; FPGA processes multiple camera images in parallel for real-time detection of solder defects, short circuits, component offsets and more.

Pain Points of Traditional Solutions

GPU solutions consume high power and generate heat, hard to deploy at the production-line edge

Traditional vision algorithm development is slow; every product change requires retuning

Processing latency is unstable, failing real-time production line inspection requirements

Multi-camera synchronization and high-speed image acquisition hardware is complex

oHFM Standardized Solution

oHFM modules integrate image sensor interfaces (MIPI/LVDS/CoaXPress), FPGA image processing pipelines and real-time industrial Ethernet on a standard module. Customers simply deploy trained detection models to quickly build high-speed vision inspection systems. FPGA hardware parallel architecture naturally suits pipelined image processing, with deterministic latency unaffected by system load fluctuations.

Customer Value

<1ms deterministic latency

Processing Latency

Supports up to 500fps line-scan cameras

Inspection Speed

70% lower than GPU solutions

Power

One-click deployment of mainstream CNN models

Model Deployment

Start Your oHFM Standardized Product Development

Standardized modules plus flexible software-defined design let you focus on core algorithms and product innovation without reinventing the wheel.

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