utility
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All datasets matching “utility”Raw-Mix-Mechanical-LCD-Utility-Meter-Display-Images
🔢 Mix Utility Meters — Raw Utility Meter Images (Mechanical + LCD/LED)
Unannotated · Real-World Field Conditions · CV-Ready
A universal dataset for teams building meter-reading recognition systems (water, gas, electricity) that need to work equally well on legacy mechanical dials and modern digital LCD/LED displays — without maintaining two separate models or pipelines.
What's Inside
Genuine (non-synthetic) meter images from dozens of European manufacturers —… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-Mix-Mechanical-LCD-Utility-Meter-Display-Images.Raw-LCD-Utility-Meter-Dial-and-Serial-Number-Images
Dual-Target Digital LCD Utility Meter Images — Sample Preview
This preview showcases 50 sample images from our full-scale dataset Images_electro_scor_ser_v1_2026 — a collection of 2,290 high-resolution, real-world images of utility meters featuring both electronic (LCD/LED) displays and their manufacturer serial barcodes.
Dataset Details
Built for Computer Vision teams training automated meter-reading systems, this dataset goes beyond generic data by capturing the… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-LCD-Utility-Meter-Dial-and-Serial-Number-Images.Raw-Mechanical-Utility-Meter-Dial-and-Serial-Number-Images
Raw Mechanical Utility Meter Dial & Serial Number Images (Preview Set – 50 Images)
Dual-Target Real-World Meter Photos for Computer Vision & OCR Training
Billions of legacy mechanical utility meters are still running worldwide, and teaching a model to read spinning analog dials alongside engraved serial numbers requires serious visual diversity. This preview release gives you 50 free sample images pulled from our full 9,299-image mechanical meter collection, so you can evaluate… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-Mechanical-Utility-Meter-Dial-and-Serial-Number-Images.Raw-LCD-Utility-Meter-Display-Images
Digital Utility Meter Displays (LCD/LED) — 50-Image Preview
This is a 50-image preview from a larger collection of 5,590 real-world photos of digital (LCD/LED) utility meter displays — electricity, heat, water, and gas meters — sourced from over 30 European manufacturers.
Dataset Details
Every image captures genuine field conditions:
Glass glare and reflection washout
Low-contrast segments in dim light
Sharp perspective angles
Partially faded digits
This… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-LCD-Utility-Meter-Display-Images.math-utility-dbRaw-Mechanical-Utility-Meters-Dials-Images
Raw Mechanical Utility Meters Dials Images (Free Demo)
Don't just collect data — build a solution.
Note: This repository contains a free demo set of 50 raw photographs (640×640) of legacy mechanical utility meters.
The full commercial dataset — 21,000+ curated images plus pre-trained AI models — is available at UtilityMeters.ai.
About This Dataset
This collection bridges the gap between old-school analog dials and modern smart city systems. These raw… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-Mechanical-Utility-Meters-Dials-Images.