utilitimetersai/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 diversity makes the dataset especially valuable for training robust Automated Meter Reading (AMR) and computer vision models that need to generalize across real hardware — not just clean lab shots.

Format

• Annotations: none (unannotated)
• Resolution: pre-scaled to 640px on the longest side
• Use cases: custom labeling pipelines, self-supervised pretraining, edge-case robustness testing

What's in This Preview

50 sample images so you can evaluate image quality, diversity, and format before committing to the full dataset.

Full Dataset

The complete collection of 5,590 verified images (with every display fully visible and frame-checked) is available for purchase under a standard commercial license allowing integration into your proprietary ML/AI applications.

👉 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).

👉 Explore all UtilityMeters.ai repositories