Automatic meter reading Computer Vision Dataset
About Automatic meter reading Dataset
Here are a few use cases for this project:
-
Energy Consumption Tracking: Using the "Automatic Meter Reading" model, utility companies can track customers' energy usage without sending a human operator to physically check the meter.
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Billing Accuracy: This model could help guarantee accurate billing for customers by preventing manual reading errors, translating to improved customer satisfaction and trust.
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Preventing Electricity Theft: By automatically monitoring any abnormal or inconsistent jumps in kwh-rating, agencies may detect and investigate possible instances of electricity theft.
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Demand Forecasting: Companies can utilize this model to predict energy consumption based on historical kwh-ratings tagged per period, helping to optimize production and supply.
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Equipment Maintenance: Companies can proactively service meters based on variables including serial number age or kwh usage, enabling preventive maintenance before breakdowns occur.
Use Free Kwh-rating Detection API
Powered by general detection model
pip install inference-sdk# 1. Import the library
from inference_sdk import InferenceHTTPClient
# 2. Connect to your workspace
client = InferenceHTTPClient(
api_url="https://serverless.roboflow.com",
api_key="API_KEY"
)
# 3. Run your workflow on an image
result = client.run_workflow(
workspace_name="<YOUR_WORKSPACE>",
workflow_id="<YOUR_WORKFLOW_ID>",
images={
"image": "YOUR_IMAGE.jpg" # Path to your image file
},
parameters={
"classes": "kwh-rating"
},
use_cache=True # cache workflow definition for 15 minutes
)
# 4. Get your results
print(result)Run on custom image
Drop an image here or click to upload
Tell the agent what you want to build.
Cite This Project
LicenseCC BY 4.0If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ automatic-meter-reading-26tsl_dataset,
title = { Automatic meter reading Dataset },
type = { Open Source Dataset },
author = { Dayana },
howpublished = { \url{ https://universe.roboflow.com/dayana-jr8nb/automatic-meter-reading-26tsl } },
url = { https://universe.roboflow.com/dayana-jr8nb/automatic-meter-reading-26tsl },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2025 },
month = { nov },
note = { visited on 2026-07-29 },
}