CrackGauGAN: Semantic Layout-based Crack Image Synthesis for Automated Crack Segmentation

Honghu Chu; Weiwei Chen; Lu Deng

10 | Mediatek Cdc Driver For Windows

That INF file, plus the tiny filter driver, became a signed package distributed via Windows Update. It now lives in 40,000 factory floors and logistics hubs—unseen, unheard, translating the silent language of MediaTek chips into the slow, deliberate dialect of Windows 10.

[Manufacturer] %MfgName% = MediaTekDevices, NTamd64 [MediaTekDevices.NTamd64] %DeviceName% = USB_Install, USB\VID_0E8D&PID_7663

MediaTek’s reference design used the CDC Ethernet Control Model —a standard USB class. On Linux, it worked instantly. On macOS, it worked after a kext. But on Windows 10? Windows expected a specific CDC subclass, or worse, a proprietary driver with a signed INF.

The Silent Handshake

Four replies. 24ms.

The icon turned green. The gateway got an IP. Leo pinged 8.8.8.8.

Windows 10 ships with cdc_ecm.inf , but it’s notoriously picky. It demands exact interface associations and will reject the device if the endpoint descriptors are one byte off. Leo’s gateway had three interfaces: a control interface, a data interface, and a third for debugging. Windows saw the third interface and threw a "Code 10" error: Device cannot start .

[USB_Install.NT] Include = netnet.inf Needs = UsbNet.Client AddReg = MediaTek.AddReg

On Day 51, Leo plugged in the gateway. The yellow icon flickered. For one second, it turned into a spinning wheel. Then:

Dr. Mohamed Al-Hussein is a professor, Research Chair in the Industrialization and Decarbonization of Construction, in the of Department of Civil and Environmental Engineering at the University of Alberta. He held the NSERC Industrial Research Chair in the Industrialization of Building Construction and was the inaugural director of the Nasseri School of Building Science and Engineering. He is a highly sought researcher in the areas of modular and offsite construction, lean manufacturing, construction process optimization, and BIM. Dr. Al-Hussein’s research has been published in over 400 articles in leading journals and conference proceedings.

Farzad is a Professor of Digital Engineering at the School of Computing, Engineering and Digital Technologies, Teesside University, UK. He is the leader of the Centre for Sustainable Engineering and Open Research and Output Quality Lead, SCEDT, Teesside University. He is Editor in Chief: Smart and Sustainable Built Environment (SCI/JCR IF=3.6, CiteScore Tracker: 9.1) and Associate Editor: AUTOMATION IN CONSTRUCTION (SCI/JCR IF=10.3, Citescore: 16.7). Farzad has a robust research track record delivering more than 200 quality publications and more than 3800 citations. Farzad’s research covers various aspects of Construction 5.0, with a strong emphasis on adopting cutting-edge technologies to serve the NetZero and sustainability agenda, including XR for H&S training, AI and deep-learning for sustainable infrastructures and logistics, smart construction, circular construction, energy policies, data-driven digital twins, demand response optimisation, smart energies, DLT and blockchain technologies, and social innovation. Farzad has successfully led several high-profile research projects – from H2021, InnovateUK through to the Arts and Humanities Research Council (AHRC), European Regional Development Funds (ERDF), Construction Scotland Innovation Centre (CSIC), Scottish Funding Council (SFC), Data Lab, and Advanced Forming Research Centre (AFRC). Farzad secured research and innovation income of over £2.5m. This expertise and standing are also recognised through several high-profile bodies, including the International Council for Building (CIB) and buildingSMART International. He graduated with 10 PhD students in the topics across the fields above, and some of them are already senior academics at reputable institutions such as the University of Cambridge, the University of Edinburgh, and the University of Salford, and some hold leadership positions in the industry.