SOTAVerified

Meter Reading

Papers

Showing 19 of 9 papers

TitleStatusHype
Appliance Detection Using Very Low-Frequency Smart Meter Time SeriesCode1
Image-based Automatic Dial Meter Reading in Unconstrained ScenariosCode1
NRC-GAMMA: Introducing a Novel Large Gas Meter Image DatasetCode1
Towards Image-based Automatic Meter Reading in Unconstrained Scenarios: A Robust and Efficient Approach0
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines0
Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning0
Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems0
Convolutional Neural Networks for Automatic Meter Reading0
Image Type Water Meter Character Recognition Based on Embedded DSP0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fast-YOLOv4-SmallObj + CDCC-NET + Fast-OCRRank-1 Recognition Rate96.98Unverified
2Fast-YOLOv4-SmallObj + Fast-OCRRank-1 Recognition Rate95.43Unverified