Wedoany.com Report on Mar 6th, As rising memory chip prices drive up computing power costs, the large-scale application of industrial artificial intelligence faces challenges such as long deployment cycles and poor model generalizability. OPT Company, through innovative technology, has built a lightweight and easily collaborative industrial AI ecosystem platform, aiming to reduce reliance on computing power and improve deployment efficiency.
The OPT Industrial AI Platform adopts software-hardware co-design heterogeneous computing, supports various chips and operating systems, and achieves efficient inference through model lightweighting technology. In object detection tasks running on CPUs, detection accuracy improved by over 5%, and inference speed increased 24 times compared to similar public models. This enables efficient operation even on low-computing-power edge devices, supporting scenarios such as high-speed precision production lines and cloud-edge collaborative analysis.
The platform also introduces Good Product Learning technology, which requires only normal samples to achieve pixel-level defect localization without the need for defect annotation, shortening sample preparation and training cycles. Through the sample generation software DeepSG, it batch-generates highly realistic defect images based on generative AI, addressing the issue of insufficient training data and enhancing model generalization capabilities.
The few-shot registration and classification function allows modeling of new categories within minutes using 1 to 5 images, adapting to the needs of rapid production line changeovers. General-purpose AI models such as edge extraction, OCR, and universal code reading are ready to use out-of-the-box without training and support incremental learning to reduce computational resource consumption.
The platform supports multi-user collaborative annotation and intelligent annotation tools. The automatic annotation function based on large models can batch process images, reducing labor costs. The cloud collaborative platform DeepVision Cloud integrates computing power management, project collaboration, and data sharing, enabling full-process collaboration and improving development efficiency.
The OPT Industrial AI Platform has already been applied in China's high-end manufacturing sectors such as 3C electronics, lithium batteries, and semiconductors, covering scenarios like defect detection and production line optimization. Meanwhile, OPT is advancing "AI + Robot" collaboration, expanding complex applications such as automated sorting and handling through visual perception and intelligent decision-making, promoting the development of industrial automation.
