制造业中的工业视觉AI检测

制造业中的工业视觉AI解决方案

通过工业视觉AI检测优化制造

工业视觉AI解决方案，由人工智能驱动，自动化和优化制造流程，提高质量控制和运营效率。主要应用包括：

这些应用显著提高了半导体和电子制造中的精度、质量控制和生产效率。

工业视觉AI提供强大的缺陷检测和分类功能，而研华的模块化、可扩展系统使设备制造商能够实现无缝集成。凭借全面的计算能力，客户可以采用AI驱动的生产，实时处理数据，并迅速调整以满足检测需求，从而提高各种制造环境的效率。

通过先进的识别技术，视觉AI有效地减少过度杀伤率，并准确识别具有挑战性的缺陷，例如高度反光的表面。利用高分辨率成像、AI算法和实时处理，视觉AI检测提供精确、可靠的缺陷检测，对于满足制造商的严格标准至关重要。

研华的AI驱动系统通过无监督AI降低学习曲线，实现低延迟混合计算的更快、更准确的决策。结合AI驱动的摄像头以及与机器人和自主移动机器人（AMR）的无缝集成，这些解决方案显著提升了部署速度、维护效率和整体生产力。

架构	x86基础		基于Arm
Platform	Industrial Server with GPU	Industrial PCs with GPU	NVIDIA Jetson
OS Supports	Windows Server, Linux Server (Ubuntu & Red Hat)	Mainly for Windows, Some Linux	Ubuntu via NVIDIA JetPack SDK
Software Compatibility	Broad compatibility with a wide range of open source & commercial support software package		CUDA, TensorRT, DLA, VPI... NVIDIA Ecosystem
Computing Capability	Server-grade CPUs with optional discrete GPU, higher performance	Desktop CPU with optional discrete GPU, high performance	CPU & GPU integrated in a single SoC, generally lower performance
Al Performance	700 ~ 1,200+ TOPS	300 ~ 700 TOPS	20 ~ 300 TOPS
GPU Expandability (Power Supply)	2 Single Deck ~ 10 Double Deck (500W ~ 2700W)	1 Single Deck ~ 2 Double Deck (80W ~ 850W)	GPU embedded
Power Consumption	Large power consumption, require robust cooling solutions	Higher power consumption, require more cooling solutions	Lower power usage, energy efficiency satisfied
Form Factor	Mainly Rackmount (1U to 4U)	Variety in Fan-base & Fanless Box, Wallmount, Rackmount, Tower	Fanless Embedded Box
Size & Mobility	Large & stationary	Compact to large, less portable	Ultra-compact & lightweight, highly portable
Applications	AI AOI, wafer defect detection, web inspection & line scan Al inspection, large-scale inference	High-speed & high-resolution area scan, Al inspection, robot vision, factory automation	AMR, high integrated & mobile equipment, Environmental, Health & Safety (EHS)