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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, gas, and heat meters from over 100 European manufacturers.
What's in the Sample
- Real "in-the-wild" field images — no synthetic renders
- Mixed hardware generations: mechanical drum counters + LCD/LED displays
- Dual-target context: consumption readouts and physical serial number/barcode plates
- Natural noise: glare, faded segments, dust, scratches, skewed angles
- Uniform 640×640 crops focused on active interface zones — ready for efficient training
Why Go Beyond the Free Sample?
The 50 images here are just a taste. The full dataset unlocks 11,589 images for serious model training, self-supervised pre-training, or building your own in-house annotation pipeline — with commercial usage rights included.
Licensing
Images are provided for training proprietary ML/AI applications. Redistribution or resale of raw files is not permitted — see full licensing terms on the UtilityMeters.ai site.
🔗 Explore Our Other Datasets
Looking for annotated data or single-hardware collections? Check out our other public repositories:
- 📊 Digital LCD/LED Electricity Meters (Annotated Demo) — a premium collection of modern electronic utility meters, featuring complete, ready-to-use manual annotations in both YOLO (
.txt) and PASCAL VOC (.xml) formats. - 🏢 UtilityMeters.ai Official Collection — visit our main Hugging Face profile to see all available open-source models and dataset demos.
🚀 Ready to Move Beyond Preview Data?
While our free samples let you validate quality and format, production-grade meter-reading systems need production-grade data. That's where UtilityMeters.ai comes in.
📊 Enterprise-Grade Annotated Datasets
Skip the labeling bottleneck entirely. Our premium collections deliver modern electronic utility meters with complete, ready-to-use manual annotations — hand-verified and delivered in both YOLO (.txt) and PASCAL VOC (.xml) formats, so they drop straight into your existing training pipeline.
- ✅ Fully annotated — no in-house labeling required
- ✅ Dual-format export (YOLO + PASCAL VOC)
- ✅ Sourced from 30+ real-world European manufacturers
- ✅ Commercial licensing for proprietary ML/AI applications
👉 Browse the full annotated dataset catalog
🏢 UtilityMeters.ai Official Collection
Datasets are just the start. Visit our main Hugging Face profile for the complete lineup of open-source models, dataset previews, and demos — from raw field photography to production-ready CV pipelines for automated meter reading (AMR).
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