serial-number
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-Mix-Mechanical-LCD-Meter-Dial-and-Serial-Number-Images
Ultimate Mix: Mechanical + LCD/LED Utility Meter Images (Preview Set – 50 Images)
50 real-world images free — full 11,589-image dataset available via UtilityMeters.ai
Train a single, universal detection model that works across legacy mechanical dials and modern LCD/LED smart meters — no separate pipelines needed.
This free sample gives you 50 unannotated, high-fidelity raw images pulled directly from our full 11,589-image "Ultimate Mix" collection, covering electricity, water… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Raw-Mix-Mechanical-LCD-Meter-Dial-and-Serial-Number-Images.Annotated-Digital-LCD-Utility-Meter-And-Serial-Numbers-Dataset
Annotated-Digital-LCD-Utility-Meter-And-Serial-Numbers-Dataset-Sample
DS_electro_scor_ser_labeled_v1_2026 — Free 50-File Sample
Read the consumption value on the LCD screen and the factory serial number on the casing in a single inference pass — and bind usage data straight to the right customer account, with no manual matching.
This repo is a free preview: the first 50 annotated kits from the full dataset. Download them, drop them into your training pipeline, and check the… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Annotated-Digital-LCD-Utility-Meter-And-Serial-Numbers-Dataset.Annotated-Mechanical-Utility-Meter-Dials-And-Serial-Numbers-Dataset
DS_mech_scor_ser_labeled_v1_2026
Mechanical Meter Dials + Serial Numbers — Annotated Vision Dataset
9,299 labeled image kits · 35 classes · YOLO + PASCAL VOC · dual-target annotations
Dataset Summary
This dataset trains a model to read the consumption value and identify the physical device in a single forward pass. Most meter-reading datasets stop at digits — this one goes further: every image carries dual-target annotations, so a network learns to extract the… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Annotated-Mechanical-Utility-Meter-Dials-And-Serial-Numbers-Dataset.Annotated-Mixed-Utility-Meter-And-Serial-Numbers-Dataset
Annotated-Mixed-Utility-Meter-And-Serial-Numbers-Dataset-Sample
DS_mixed_scor_ser_labeled_v1_2026 — Free 50-Image Preview
This is a free sample: 50 real photos, straight from the production dataset — no synthetic renders, no upscaled duplicates, no cherry-picked studio shots.
Buying image data blind is a bad deal. Download these 50 files, open them in your own pipeline, and judge for yourself: resolution, sharpness, glare handling, angle diversity, and how readable the digits… See the full description on the dataset page: https://huggingface.co/datasets/utilitimetersai/Annotated-Mixed-Utility-Meter-And-Serial-Numbers-Dataset.