Identify if refrigerator is on
using AI
Below is a free classifier to identify if refrigerator is on. Just upload your image, and our AI will predict if the refrigerator is on - in just seconds.
Contact us for API access
Or, use Nyckel to build highly-accurate custom classifiers in just minutes. No PhD required.
Get started
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("if-refrigerator-is-on", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/if-refrigerator-is-on/invoke', {
method: 'POST',
headers: {
'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
'Content-Type': 'application/json',
},
body: JSON.stringify(
{"data": "your_image_url"}
)
})
.then(response => response.json())
.then(data => console.log(data));
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_BEARER_TOKEN" \
-d '{"data": "your_image_url"}' \
https://www.nyckel.com/v1/functions/if-refrigerator-is-on/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if the refrigerator is on.
This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Refrigerator Off and Refrigerator On.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the refrigerator is on).
Whether you're just curious or building if refrigerator is on detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify if refrigerator is on at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Smart Home Management: This use case integrates the refrigerator on identifier into smart home systems, allowing homeowners to monitor the appliance's status remotely. Users can receive alerts on their smartphones when the refrigerator is turned off unexpectedly, potentially preventing food spoilage or energy waste.
- Energy Consumption Monitoring: Utility companies can utilize the refrigerator on identifier to track the power consumption of households in real time. By understanding appliance usage, they can offer tailored energy-saving programs and incentives, promoting energy-efficient behaviors among consumers.
- Inventory Management for Restaurants: In the restaurant industry, the identifier can be employed to ensure that refrigeration units are operational during non-business hours. This allows restaurant managers to take proactive measures to safeguard perishable inventory, minimizing loss and avoiding health violations.
- Remote Appliance Diagnostics: Appliance manufacturers can incorporate the refrigerator on identifier into connected devices to facilitate remote diagnostics. When a refrigerator malfunctions, the system can alert support teams and customers, expediting repair processes and improving customer satisfaction.
- Food Safety Compliance: Grocery stores and food distribution centers can use the identifier to maintain compliance with food safety regulations. By continuously monitoring refrigerator status, they can ensure that perishable goods are stored under appropriate conditions, reducing the risk of foodborne illnesses.
- Predictive Maintenance Scheduling: Businesses with large refrigeration units, like supermarkets or warehouses, can leverage the identifier for predictive maintenance. By analyzing the operational status, they can schedule maintenance proactively, reducing downtime and extending the life of their refrigeration equipment.
- Insurance Risk Assessment: Insurance companies can incorporate the refrigerator on identifier into their risk assessment models for food-related businesses. By having real-time data on refrigerator status, insurers can adjust premiums based on the risk level associated with equipment failures, ultimately benefiting both insurers and insured.