METER MIND 4.0
Equip water meters with eyes and brains to enable AI-powered camera recognition.
Experience now ⇁Solution
Solutions
Product Services
Products & Services
Full-frame / Half-frame Camera Terminal
Covers DN15–DN300 diameters
Stainless steel/copper cover structure; battery is replaceable.
01
AI Meter Reading Platform (Supports Private Deployment)
Terminal Management, Alarm Statistics, and Water Usage Analytics Dashboard
Open API, supporting integration with communication modules such as NB-IoT, 4G, and CAT1.
02
Core Advantages
Core Advantages
Based on domain-specific multimodal large models (fine-tuning non-general models)
Semantic + visual multimodal fusion, understanding dial structure and digital logic
Automatically handles “critical errors” such as decimal point misalignment, character roll-over, and pointer calibration.
Supports outputting standardized data formats for seamless integration with the revenue system.
Meter Mind was jointly developed by a team of expert doctoral researchers from the Chinese Academy of Sciences and MIT, and has won global championships at CVPR/ICCV as well as achieved breakthroughs in the top-tier journal ECCV.
Ultra-high precision
100% hit rate with ±1% accuracy, and a magnitude error rate of 0%.
Strong generalization ability
Zero-sample cold start, supporting arbitrary combinations of phenotypes (dial + hands + LCD).
High robustness
Overcoming six extreme scenarios—including water mist, bubbles, dirt, and reflections—with an identification rate exceeding 99.99%.
Flexible deployment
One-click switching between public cloud, private cloud, and edge boxes; supports on-site retrofitting of legacy mechanical meters.
User experience
Explore
Module image upload and recognition
Supports multiple phenotype configuration guides (number of pointers, digit wheel positions, units, etc.).
News
News
2026-02-09
AI-powered meter reading is here—Hangzhou Maitu officially sets sail.
About Us
About Us
About Us
Hangzhou Meter Artificial Intelligence Technology Co., Ltd.
Hangzhou Meter Artificial Intelligence Technology Co., Ltd., leveraging its deep technological expertise and continuous R&D investment, has integrated AI visual terminals with specialized model algorithms to create a world-leading artificial intelligence image recognition technology system.METER MIND 4.0— captures images of various meter dials in complex environments using AI cameras, and then analyzes and processes the data through powerful AI algorithms. The system achieves an accuracy rate of over 99.99%. This significantly reduces human error and costs associated with manual meter reading, while enhancing meter-reading efficiency as well as data reliability and fairness. The system is widely applicable to diverse scenarios—including water, gas, electricity, and heating—and contributes core credibility to building smart metering and ensuring fair trade.
Hangzhou Meter AI
Meter AI Recognition
Pulse Chart METER MIND 4.0
The industry’s first vertical large-model AI recognition algorithm
A joint research and development team of expert doctoral researchers jointly trained by the Chinese Academy of Sciences and MIT.
Won global championships at CVPR/ICCV + achieved a breakthrough in the top-tier ECCV journal.
Company Address: Room 1203, Rongxin Center, Shangcheng District, Hangzhou City, Zhejiang Province
Company email: maitu@meter-mind.com
Working hours: Monday to Friday, 9:00 a.m. to 6:00 p.m.
Copyright © 2026 Hangzhou Meter Artificial Intelligence Technology Co., Ltd.
Service Hotline
User Experience
User Experience
Scan the QR code
Experience Advanced Recognition