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Minivision intelligent visual hub platform is positioned as a visual center and foundation platform in the process of smart city digital construction. It has the ability to achieve an all-in-one, closed-loop process from algorithm labelling to training and production, and is designed to serve as the AI algorithm innovation factory of Minivision to drive the development of the city-level industrial chain.
This platform includes a labelling training platform, an intelligent algorithm warehouse platform, and an operation management platform, and aims to establish a complete and easy-to-use algorithm management specification and operation-to-business lifecycle management system. It features comprehensive scenario algorithms, strong concurrency capabilities, accurate analysis and recognition, fast operation speed and low operation cost.
The Platform realizes the full-process management of algorithm development and production, and provides continuous iterative training services for visual algorithms. It makes algorithm production more efficient, accelerates the landing and large-scale application of the AI industry, and assists in the construction of smart cities.
Based on the Robust Few-Shot Learning Technology, it significantly improves algorithm production efficiency, achieving model upgrades as soon as one week, and completing algorithm production and application within one month.
Meet the needs of customized algorithms for various scenarios in the cit
The label training platform has four core functions.
1) Data warehouse
Relying on the multi-dimensional tag system for structured data storage management, high-quality data management meets efficient data annotation services.
2)Annotation managemen
Through flexible team and task management, it provides data cleaning and annotation full life management process.
3)Model training managemen
Provide visual model training, tuning, packaging and other services through data set and model management capabilities.
4)Automated Deployment
Provide model deployment capabilities to realize automation from algorithm model training to model production and deployment.
Positioned as the city-level artificial intelligence
visual hub base enabling platform, it provides
urban governance scenario visual services driven
by application value, and achieves multi-scenario
intelligent perception, intelligent computing and
full-process closed-loop Intelligent operation
improves governance capabilities and efficiency
through the effective collaboration and integration of data, computing power, and algorithms.
Intelligent Algorithm Warehouse has the following functions:
1) Protocol access: Supports multiple protocol access methods such as RTSP, RTMP, HLS, GB/T28181, GA/T1400, covering mainstream video data protocols in the market, reducing customer intelligent upgrade construction costs.
2) Algorithm types: Over a hundred native high-quality algorithms with strong scene applicability, high accuracy, and fast iteration speed.
3) Video rotation: The rotation mode can be flexibly selected based on algorithm characteristics and application scenarios, and in this mode, the total number of paths and performance can be analyzed to achieve exponential growth.
4) Intelligent scheduling: Provide intelligent resource scheduling strategies to improve the utilization rate of computing resources based on algorithm usage scenarios, idle degree of computing resources, and similarity of algorithm tasks.
5) Heterogeneous computing power: Supports mixed networking of mainstream AI chips, which can maximize the utilization of computing resources.
6) Xinchuang Domestic: Support Huawei's Ascension training and reasoning computing resources, and obtain relevant qualification certification.
7) Cloud edge collaboration: Supports cloud edge collaboration architecture, which can better meet various demand scenarios and amplify the application value of both ends of the cloud edge.
Covering a variety of urban governance scenarios, it provides a wide range of efficient algorithm services for smart communities, smart
construction sites, smart campuses, workplace safety, bright kitchen and stove, and other fields to boost management efficiency.
The operation management platform provides users with functional modules such as operation management and maintenance management.
1)Data dashboard: Supports the detection of various operating indicators of the system to facilitate intuitive analysis of system operation.
2)Task management: Supports algorithm task addition, allocation, exception analysis and operation status viewing; Supports custom algorithm running tamplates.
3)Algorithm management: Supports algorithm opening, algorithm upgrade, algorithm authorization and version management.
4)Event query: Supports alarm event detection and query, positioning, picture viewing and video playback.
5)Multi-tenant management:Supports scenarios for government/group users of different sizes, multi-level management and customizes roles and permissions.
6)Event push: Based on intelligent algorithm analysis results, event tasks are pushed, and standard open interfaces and proviede.
1)Easy to use and efficient
Realize the service closed loop of labeling, training and deployment, which can quickly produce and optimize algorithms and reduce the difficulty.
2)Open and sharing
Support multi-protocol access, third-party algorithm access, standard open interfaces, open and shared data services.
3)Cost reduction and efficiency increase
A wide range of algorithms, flexible protocol access, intelligent computing power scheduling, fully automatic data warehouse reflow technology and visual algorithm tuning tools ensure high delivery efficiency and reduce customer investment.
4)Butler service
Professional AI technical support team, 7*24 hours professional after-sales service.
1)Create an AI digital base
Improve the refinement, intelligence and scientific level of urban management and services.
2)Closed-loop early warning processing
Improve the closed-loop early warning and disposal of events to empower business.
3)Improve management level
Let the city's intelligent monitoring be upgraded to active defense mode, and improve the timeliness and accuracy of security management.
4)Reduce costs and increase efficiency
Improve management efficiency and resource utilization, save manpower input and management costs.
At present, Minivision Technology has landed more than 10 smart city visual centers in Shanghai, Jiangsu, Liaoning, Anhui, Zhejiang, Shanxi and other places, empowering scenes such as smart cities, smart communities, smart parks, and smart campuses.
1) Smart community benchmark in a certain district of Jiangsu
We has intelligently upgraded nearly 1000 residential areas in the entire district, covering nearly 3 million residents in the jurisdiction, integrating over 100,000 front-end devices, and conducting video intelligent analysis through more than 30 algorithms to deepen application.
2)Jiangsu Mobile's "Urban Eye"
Jiangsu Mobile has created a video AI algorithm analysis business, and Minivision provides AI algorithm services for various scenarios in smart cities, covering 48 algorithms in urban governance, kitchen lighting, safe construction sites, smart water, smart campuses, and other scenarios. It can achieve centralized control of computing power, one-time investment, and global shared services.
3)Guangdong Unicom Urban Algorithm Warehouse Project
We cooperate with Guangdong Unicom to provide intelligent analysis capabilities for the Tianying AI algorithm warehouse. We provide integrated algorithm intelligent analysis solutions, as well as an overall algorithm repository platform and related algorithms. The service scenarios cover 12 major scenarios and 67 algorithms, including human vehicle analysis, kitchen lighting, safety production, administrative personnel behavior standards, urban community management, and water management. The service covers the entire province of Guangdong.