datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Water_meterwater_meterwater-meters
Water Meters Dataset - OCR, Masks
Dataset comprises 5,000+ images of water meters, including their corresponding segmentation masks and** OCR labels** for meter readings. It is designed to facilitate research in water consumption analysis and smart meter technology, providing valuable insights into residential and commercial water usage.
By utilizing this dataset, researchers and developers can enhance their understanding of water meter readings and improve methods for… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/water-meters.WatermeterWatermeterwater-meter-image
Water Meter Pics - 5,000+ photos
Dataset comprises 5,000+ photos of water meters, including high-quality images, segmentation masks, and OCR labels for meter readings. Each entry provides detailed information such as the meter reading value, bounding box coordinates, and segmentation data, making it ideal for training models in utility management, automatic meter reading (AMR), and water usage analysis.- Get the data
Dataset characteristics:
Characteristic
Data… See the full description on the dataset page: https://huggingface.co/datasets/ud-smart-city/water-meter-image.watermeter_croppedimagesbadger-55-watermeter
badger model 55 water-meter drum digits (v2)
Hand-verified slot crops + continuous-angle labels from a residential Badger
Model 55 water meter, captured over ~2 months by an on-prem USB webcam +
on-device VLM/CNN reader (/nfs/ai/metermaid-*). The project's internal
training pipelines feed off the same data; this directory is a publishable
mirror, separate from the active tagging pipeline, with junk filtered.
What's new in v2 (2026-05-24)
Self-contained parquets, no… See the full description on the dataset page: https://huggingface.co/datasets/S3CUR/badger-55-watermeter.africa-uganda-amount-of-water-supplied-cubic-meters-by-nswc-201516-20202-e415c19c
Amount of Water Supplied Cubic Meters by Nswc 201516 20202 | Africa (Uganda Bureau of Statistics)
293 rows - 1 Africa country/area - 2015-2020 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 293 rows from Uganda Bureau of Statistics, covering Amount of Water Supplied Cubic Meters by Nswc 201516 20202. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-amount-of-water-supplied-cubic-meters-by-nswc-201516-20202-e415c19c.africa-uganda-amount-of-water-produced-cubic-meters-by-nswc-201516-20202-d1525ac1
Amount of Water Produced Cubic Meters by Nswc 201516 20202 | Africa (Uganda Bureau of Statistics)
296 rows - 1 Africa country/area - 2015-2020 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 296 rows from Uganda Bureau of Statistics, covering Amount of Water Produced Cubic Meters by Nswc 201516 20202. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-amount-of-water-produced-cubic-meters-by-nswc-201516-20202-d1525ac1.water_meter_recognitionwatermeter_datasetWater_meter_readingfinal_watermeter