Datasets:
Get instant access to this free preview
Access is granted automatically — just tell us a bit about your use case.
By requesting access, you agree to credit UtilityMeters.ai as the data source in any research, product, or publication that uses this dataset.
Log in or Sign Up to review the conditions and access this dataset content.
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:
🚀 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).
- Downloads last month
- 20