With the wide application of machine vision technology in the industry, artificial intelligence is also constantly maturing, especially in the fields of security and finance. In addition, more and more entrepreneurs are also trying to bring new breakthroughs in industries, manufacturing, and other related fields to reduce costs and improve efficiency, and gradually replace the traditional manual work methods.
Taking the textile industry as an example, in the textile process, it can generally be divided into spinning, weaving, printing and dyeing and finishing processes. The fabric defect detection is an important part of the weaving process. Glass fiber multi-axial fabrics often have some foreign matter and hairballs mixed in the weaving process. The detection of fabric defects is the key to quality control of fabrics in major textile mills. Link. At present, the detection of fiber fabric defects at many domestic companies still remains at the stage of manual inspection. Manual inspections have many disadvantages such as slow speed, limited output, high rate of missed inspections, and poor continuity of detection. Therefore, it is urgent to develop novel, fast and accurate fabric defects. Detection method.
Xi'an Kede is a high-tech enterprise in the field of artificial intelligence based on image recognition and machine vision software algorithms. It is mainly used for the surface quality inspection of textile glass fiber, textile, carbon fiber, chemical fiber, and non-woven fabrics. The difficulty in the detection of fabric defects mainly lies in the variety of texture and morphological structure of the fabrics, and in particular, the types of defects are very different. Xi'an has adopted a neural network algorithm using artificial intelligence algorithm and deep self-learning function. It can automatically adjust the algorithm for optimal performance for different varieties, weight, width, different cutting lines, light source attenuation or replacement of new light sources. Detect foreign objects and defects.
At the same time, continuous real-time detection is achieved through machine vision technology. Multiple high-speed industrial cameras and visual light sources fixed on top of a multi-axial fabric constantly take pictures of the moving cloth surface at high speed, acquire images, transmit real-time images to the computer, perform real-time image processing and analysis, and detect defects. Timely alarm or parking, prompting manual processing. From a practical point of view, compared to the traditional manual inspection, fabric defect detection equipment can quickly improve work efficiency; in terms of recognition rate, the detection rate is as high as 95%, and in terms of cost, it can replace half of the manual detection and save 50%. wage.
In the current market competition, there are generally quality guarantees, but efficiency cannot be improved quickly, and the willingness to iterate the technology is not enough to support the larger development costs. The high market share, but the lack of quality assurance, is not suitable for users who are increasingly concerned about quality issues. In contrast, Xi'an’s core advantages lie in the accumulation of actual experience and algorithms on the site, ie, artificial intelligence. Solve existing human problems, quality problems, and efficiency issues.
ASUS ROG Strix GeForce RTX 2080 Super Advanced Overclocked 8G GDDR6 HDMI DP 1.4 USB Type-C Gaming Graphics Card (ROG-STRIX-RTX-2080S-A8G)
Description:
The ROG Strix GeForce RTX 2080 teams up NVIDIA's A-list GPU with an elite cast of specialists, setting the stage for epic gaming action. Gargantuan power delivery provides the muscle to push overclocking boundaries, while cooling that's honed to perfection keeps the spotlight squarely on Turing's performance. And with an arsenal of utilities that allow you to customize and tweak this extreme hardware, you call the shots.
Features:
- NVIDIA TURING: ROG GeForce RTX graphics cards are powered by the Turing GPU architecture and the all-new RTX platform. This gives you up to 6X the performance of previous-generation graphics cards and brings the power of real-time ray tracing and AI to games
- DirectX 12: Power new visual effects and rendering techniques for more lifelike gaming
- 4K: Step up to the ultimate 4K gaming experience with GeForce RTX and enjoy today`s biggest games in amazing detail
- Axial-tech Fans feature an all-around better design and IP5X dust resistance
- 2.7-Slot Design expands cooling surface area by over 20% compared to last gen
- MaxContact Technology allows 2X more contact with the GPU chip for improved thermal transfer
- Auto-Extreme Technology uses automation to enhance reliability
- Super Alloy Power II includes premium alloy chokes, solid polymer capacitors, and an array of high-current power stages to fuel Turing`s cores
- ASUS FanConnect II equips 2 hybrid-controlled fan headers for optimal system cooling
Axial-tech Fans:
To keep Turing's temperatures under tight control, we've brought a larger cooler to the table, which necessitates a more powerful and efficient fan that must maintain a whisper-quiet acoustic profile. Axial-tech meets these three design challenges by implementing our latest innovations for fan performance. We've reduced the size of the fan's hub to allow for longer blades and added a barrier ring that increases structural integrity and downward air pressure through the ROG Strix GeForce RTX 2080's heatsink array. And we've also implemented IP5X dust resistance to seal the fan's internals from particle ingress to keeps things running smoothly. The new design allows Axial-tech fans to shift more air and spin at higher speeds without increasing noise levels.
DirectX 12 Ultimate
DirectX 12 Ultimate is the newest version of the API and new gold standard for the next-generation of games. DirectX 12 Ultimate takes games to a whole new level of realism with support for ray tracing, mesh shaders, variable rate shading, and sampler feedback. GeForce RTX is the first and only PC platform with support for these game-changing features.
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