Chongfan Technology
News
21
2026
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05
AI-Based Semantic Segmentation System for Intelligent Identification and Analysis of Crystals and Impurities
Author:
Chongfan Technology
I. Project Overview
Targeting crystal material inspection, microscopic image analysis, and industrial quality‑control applications, this solution leverages AI‑based semantic segmentation to enable automatic identification of crystals and impurities in a single high‑resolution image, along with pixel‑level segmentation, quantitative analysis, and visualized output.
Core Values : Upgrading manual visual interpretation to automated, data-driven, and quantifiable intelligent analysis.
II. System Capabilities
Input : Single high-definition microscopic image (supports magnifications from 50x to 500x)
AI semantic segmentation → Automatically distinguish between crystal regions, impurity regions, and the background.
Quantized output ：
● Number of crystals, total area, and proportion
● Number of impurities, single-point area, and total affected area
● Graded by area/diameter (mild/moderate/severe)
Visualized Delivery : Three-panel display of the original image, segmentation mask, and annotation statistics, with annotations in different colors.
III. Technical Highlights
| Advantage | Explanation |
|---|---|
| Multi-scale adaptation | 50x–500x stable segmentation |
| Overlapping processing | Addressing the issue of misjudgments in crystal overlap detection |
| Pixel-level accuracy | Direct area calculation based on a mask |
| Impurity Classification | Yellow/Orange/Red Color Grading |
| Traceable results | Archiving of original images, masks, annotation maps, and statistical tables. |
IV. Application Scenarios
Crystal Material Inspection | Microscopic Image Analysis | Defect Detection | Industrial Vision Quality Inspection | Experimental Data Archiving
V. Exhibition
VI. Services and Support
Our company offers long-term, customized development, technical consulting, and deployment services for AI‑based semantic segmentation–driven intelligent systems for crystal and impurity identification and analysis. Whether it’s high‑precision impurity detection in laboratory settings or real‑time analysis requirements on industrial production lines, we can respond swiftly, delivering end‑to‑end solutions that span algorithmic models to software‑hardware integration.
If you have any related requirements or technical inquiries, please feel free to contact us at any time:
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📞 Hotline: 13658337211
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✉️ Email address: Sales@cfkeji.net
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🌐 Online Message: Official Website’s “Contact Us” Page
We will assign a senior engineer to provide one-on-one support, helping you efficiently address the challenge of intelligent crystal and impurity identification.
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Thank you for visiting the official website of Chongfan Technology. If you have cooperation intentions or suggestions, please contact us through the following methods, and we will reply as soon as possible, thank you!
Address: Room 403, Building 6, Phase III of R&D, No. 36 Xiyong Avenue, High tech Zone, Chongqing, China.
Telephone: +86-13658337211
E-mail: Sales@cfkeji.net
Website: www.cfkeji.net
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