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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 toughest "in-the-wild" conditions:
- Severe glass glare and reflections
- Low-contrast LCD segments in dim lighting
- Extreme viewing angles that break standard OCR tools
Every image is uniformly cropped to 640×640 resolution, guaranteeing both the digital display and serial number are fully visible — ready to power robust two-stage detection pipelines and custom annotation workflows.
What's in This Preview
The 50 images shown here are a free, representative sample so you can evaluate image quality, resolution, and real-world variability before committing.
Full Dataset
Want the full 2,290-image dataset? The complete set — with full commercial licensing for training proprietary ML/AI models — is available for purchase here:
👉 Get the full dataset
🚀 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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