Recently, at the Entropy Technology Partner Conference 2025 held in Hangzhou, Entropy Technologyreleased the world’s first “BioCV TinyML Multimodal Model Technology Application White Paper”. This white paper not only encapsulates the wisdom and efforts of the Entropy Technology R&D team but also marks a significant technological breakthrough in edge AI model optimization and low-power computing, injecting strong new momentum into the global AI industry.
New Opportunities in Edge Computing
BioCV TinyML Addresses Industry Pain Points
With the advent of the era of ubiquitous intelligence, edge computing is becoming a key component for the implementation of AI technology. However, edge devices face multiple challenges: the demand for processing massive video data, limited computing resources, device heterogeneity and compatibility issues, as well as the stringent real-time requirements of deep learning models. For example, a 1080P RGB image can have a data size of up to 6MB, which traditional edge devices struggle to handle efficiently.
The “BioCV TinyML Multimodal Model Technology Application White Paper” elaborates on how Entropy Technology has overcome these bottlenecks through innovative TinyML multimodal small model technology. Compared to traditional large models,BioCV TinyML offers advantages such as low power consumption, low cost, easy deployment, and strong adaptability, making it particularly suitable for the perception and computing needs on the edge. This not only promotes the intelligent upgrade of existing devices but also provides vast opportunities for the new device market.
Full-Stack Layout of “Device-Edge-Cloud”
Empowering a New Ecosystem of Smart Terminals
As a pioneer in the integration of global AI technology and terminal innovation, Entropy Technology has always focused on embedding AI capabilities into smart terminals since its establishment. Starting in 2025, the company has been leading the way in smart spaces, smart offices, digital identity authentication, and smart business through its “AI Cognition+” strategy, accelerating the popularization and open innovation of AI technology.
The conference announced the launch of AI access control terminals equipped with BioCV TinyML technology
To meet the diverse AI needs of customers in the era of ubiquitous intelligence, Entropy Technology has built a“Device-Edge-Cloud” collaborative computing architecture, coveringalgorithm marketplace, general visual recognition, edge computing research, and product applications. Among them, the BioCV multimodal algorithm marketplace is particularly noteworthy, containing industry large models, small models, and TinyML algorithm models, supporting full-scene object detection. Customers can flexibly choose algorithms based on their needs or achieve rapid training and deployment through the “train-deploy integration” feature to customize exclusive solutions.
Entropy Technology has built a “Device-Edge-Cloud” collaborative computing architecture
BioCV TinyML
Transforming Traditional Hardware into an “AI Brain”
“With the popularization of large model technology, the spatial intelligence industry is entering an ‘AI + Everything’ new era. Every smart terminal will possess human-like intelligence, capable of analyzing user behavior and predicting the next actions,” said Dr. Wang, Chief Scientist of Computer Vision at Entropy Technology:
“The breakthroughs in BioCV TinyML technology significantly enhance the intelligence level of edge devices while greatly reducing deployment costs. By upgrading traditional hardware to AI-enabled devices, Entropy Technology transforms ordinary devices into “smart hardware” with perception and decision-making capabilities, providing the industry with more efficient and economical solutions, helping customers achieve efficiency leaps and value reconstruction in the digital age.“
Technology for Good
Collaborating Globally to Create an Intelligent Future
“Technological breakthroughs are just the starting point; the true mission is to make AI serve everyone, every industry, and every city.”Entropy Technology always adheres to the philosophy of “Technology for Good” and “Innovation-Driven”, relying on multimodal BioCV technology (computer vision and biometric recognition) and AI cognitive spatial computing capabilities, collaborating with global partners to build a comprehensive perception system for people, vehicles, objects, and environments, promoting the continuous evolution of intelligent spaces.
As an international technology innovation enterprise, Entropy Technology is committed to accelerating the market popularization and application of AI technology through technological innovation, terminal development, industrial implementation, and ecological collaboration, providing global customers with leading scenario-based experiences. The company will continue to deepen its full-stack AI layout, contributing to the prosperity of the smart terminal industry and ushering in a new era of spatial intelligence.
