Dahua’s Xinghan Large-Scale AI Models Impact AIoT Innovation
A world-leading video-centric AIoT solution and service provider, Dahua Technology is leading the evolution of AIoT with its Xinghan Large-Scale AI Models.
This pioneering suite integrates advanced video-centric and multimodal capabilities to transform smart surveillance, industrial operations and urban governance worldwide.
The models – a comprehensive full-stack architecture including the Vision, Multimodal and Language Series – showcase Dahua’s decades-long expertise in visual AI and robust commitment to industrialising AI technology at scale.
About Dahua
Founded in 2001, Dahua and its portfolio of video-centric AIoT solutions and security products operate in more than 180 countries and regions.
Initially focusing on digital video recorders (DVRs), Dahua quickly innovated by launching the world’s first 8-channel real-time embedded DVR in 2002.
The company’s product range now includes network cameras, DVRs/NVRs and comprehensive security solutions tailored for the likes of smart cities, transportation and retail.
Its investments in research and development, particularly in AI and deep learning, are drivers of its continuous innovation in advanced video analytics and AI-powered industrial applications.
And, with its Xinghan Large-Scale AI Models launch, Dahua is working to engage with the AI/IoT space, further cementing its place in the industry.
Introducing Dahua’s Xinghan Large-Scale AI Models
Dahua Xinghan Large-Scale AI Models mark a significant advancement in the AIoT domain.
Featuring a comprehensive full-stack architecture comprising the V, M and L Series – which will be combined with seamless edge-cloud integration – Xinghan drives the industrial-scale adoption of AI technology.
The stars of the show are the V and M Series, which focus on vision-centric intelligence and Multimodal-fusion capabilities respectively.
The V-Series represents a major advancement in vision-centric AIoT applications, delivering breakthroughs in video analytics such as perimeter protection with 50% longer detection range and 92% fewer false alarms, enhanced human tracking even through occlusions, multi-posture tracking and a 50% improvement in tracking accuracy.
Among its capabilities, Crowd Map tracks and counts up to 5,000 people in real time, improving high accuracy even in challenging conditions such as rainy weather or low light.
Dahua's Scene Adaptive technology addresses the critical failure of conventional cameras in dynamic environments. Traditional systems require inefficient manual tuning of settings like Wide Dynamic Range (WDR). To combat this, Xinghan Vision Models’ Scene Adaptive technology automatically adjusts WDR and image quality based on the scene, ensuring optimal visual clarity under varied conditions.
Xinghan Vision Models perform real-time image segmentation and target classification, understanding the scene’s context by identifying elements like people, buildings and the sky. The system intelligently automates camera WDR settings, ensuring critical details like faces remain clear while bright areas are not overexposed, guaranteeing optimal image quality autonomously.
As part of Dahua’s full-stack Xinghan Large-Scale AI Models, the V-Series will integrate edge-cloud synergy to power efficient, scalable industrial AI applications globally.
Its ability to enable practical industrialisation of large models focused on vision – supporting smart city management, public security and industrial automation worldwide through accuracy, reliability, and adaptable scene analysis – showcases just some of the ways Dahua’s innovation reflects the developments of AI, as well its applications.
The M series is equally as impressive.
The multimodal AI model combines text, image and video inputs to enable advanced cross-modal understanding.
Its standout features include WizSeek, which allows natural language video retrieval by describing what you want to search and text-defined alarms that let users set alarm triggers with simple text prompts. This eliminates the need for complex coding.
The brain centre of Dahua’s AI ecosystem, the M-Series facilitates automated and intelligent security, retail and smart city applications worldwide.
It exemplifies the broader AI development trend of integrating multimodal large models for practical, scalable industrial AI, advancing AIoT adoption globally with seamless, user-friendly interactions and comprehensive data fusion.
This also aligns with Dahua’s industry-driven approach to AI deployment for impactful overseas market applications.
“Xinghan represents a new stage in our AI innovation journey,” says Eason Rao, Managing Director of Dahua Global Product Marketing.
“By bringing large-scale AI model capabilities into edge devices, we’re delivering faster, smarter and more reliable decision-making across industries.
“It’s part of our continued effort to deliver practical AI technologies that create real value for our partners and customers.”
Real-world solutions for real-world impact
With more than 30 years of video and AI expertise, coupled with extensive customer insights, Dahua’s Xinghan Large-Scale AI Models are part of a pragmatic leap from theoretical AI to impactful, scalable industrial AIoT solutions.
Its commitment to privacy sensitivity, efficient technology-product fit and scenario-specific design positions it as a transformative force in global AI, empowering smarter, safer and more intelligent environments at scale.
This approach not only sets a new benchmark in AI-powered video analytics but also exemplifies how deep industry knowledge and innovative AI integration can drive true digital transformation across sectors worldwide.