Difficulties and Breakthrough Paths of China’s Machine Vision Industry

Difficulties and Breakthrough Paths of China’s Machine Vision Industry

China’s machine vision industry has achieved explosive growth over the past 15 years. In the early stage, the sector relied almost entirely on imported equipment and algorithms. Today, a number of competitive domestic enterprises including Hikrobot, Opt Machine Vision, TZTEK and CKVISION have emerged, pushing China’s domestic market scale to the forefront globally.

Core Value of DM Code Reading and Quality Grading in the Laser Marking Industry

This article explores the core value of DM codes in the laser marking industry: through CKVision SDK's machine vision recognition algorithms and image preprocessing technology, it effectively resolves reading challenges such as metal reflections; implements quality grading based on ISO standards to monitor and optimize laser processes in real-time; and combines "on-the-fly" capture with coordinate calibration technology to significantly enhance production line capacity and alignment accuracy while ensuring full lifecycle traceability.

CKVision SDK 6.0 | Machine Vision SDK Overview & Use Cases

CKVision SDK 6.0 is a professional machine vision development toolkit for the industrial vision inspection field. The SDK provides complete functional modules including 2D/3D image processing, object detection, precision measurement, defect detection, and intelligent recognition. It can be widely used in industrial automation scenarios such as intelligent manufacturing, quality inspection, and robotic vision guidance.

Evolution of Machine Vision Matching Technology and Value Thinking in the AI Era

In the field of machine vision, matching technology is one of the core technologies for target positioning, recognition, and tracking. From early pattern matching to geometric matching, contour matching, and today’s AI deep learning era, matching algorithms have evolved over decades. This paper systematically reviews the development history of this technology, discusses algorithmic paths for performance optimization, and re‑examines the value of traditional matching methods amid the AI wave.

Perfect Integration of Flexible Vibrating Disk and CKVision Image Processor

In recent years, Flexible Vibrating Disk has rapidly penetrated automated production lines in 3C electronics, automotive parts, medical devices and other fields thanks to its advantages of multi-material compatibility and fast changeover. However, without highly reliable machine vision support, the potential of flexible feeding systems will be greatly compromised. This paper deeply analyzes the working principle and core challenges of Flexible Vibrating Disk, systematically elaborates the key role of CKVision Image Processor in feature detection, pose recognition and real-time feedback control, and reveals the advantages of capacity improvement, changeover efficiency and quality assurance brought by their in-depth integration through typical cases. Finally, the future development trends are prospected.

Post-Show Review | Empowering Industrial Intelligence with Leading Vision Technology

Warm Spring with Bright Scenery, Forging Ahead Together. From Shanghai New International Expo Centre to Shenzhen World Exhibition & Convention Center, two grand industrial vision events held over nearly two weeks — Vision China 2026 Shanghai and ITES Shenzhen Industrial Exhibition 2026 — have come to a successful conclusion. As a company deeply engaged in […]

OCR and OCV Technologies: From Optical Recognition to Intelligent Visual Inspection

OCR and OCV Technologies: From Optical Recognition to Intelligent Visual Inspection Ⅰ. Origins and Early Development OCR (Optical Character Recognition) traces its history back to the early 20th century. In 1914, physicist Emanuel Goldberg invented a machine capable of reading characters and converting them into telegraph code, considered the prototype of OCR technology. In 1929, […]

CKVision 2025 Year-End Party

On January 23, 2026, at this wonderful moment marking the end of the old year and the beginning of the new, all CKVision employees gathered together to celebrate the long-awaited 2025 Year-End Dinner Party. The venue was adorned with bright lanterns and colorful decorations, filled with joy and laughter, and permeated with a festive atmosphere everywhere.
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