Identify weather conditions
using AI
Below is a free classifier to identify weather conditions. Just upload your image, and our AI will predict what weather conditions are present - in just seconds.
API Access
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("weather-conditions", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/weather-conditions/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/weather-conditions/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict what weather conditions are present.
This pretrained image model uses a Nyckel-created dataset and has 17 labels, including Clear, Cloudy, Dust Storm, Foggy, Hail, Hazy, Icy, Misty, Overcast and Partly Cloudy.
We'll also show a confidence score (the higher the number, the more confident the AI model is around what weather conditions are present).
Whether you're just curious or building weather conditions detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify weather conditions at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Real-Time Weather Monitoring: This function can automatically classify weather conditions by analyzing images from public and private cameras. By providing real-time insights into current weather conditions, businesses can make informed decisions about operations, safety measures, and customer communications.
- Smart Agriculture Solutions: Farmers can utilize this image classification function to monitor weather conditions affecting their crops. By accurately identifying weather types, farmers can better plan irrigation, pest control, and planting schedules, ultimately enhancing yield and reducing resource wastage.
- Travel Advisory Systems: Airlines and travel agencies can implement this function to analyze weather conditions in various destinations. This capability ensures that travelers are informed about potential weather-related disruptions, allowing them to plan their travels more effectively and reducing customer service inquiries.
- Disaster Response and Management: Emergency response teams can leverage this function to assess weather conditions during natural disasters like floods or storms. Real-time image analysis can enhance situational awareness, enabling faster and more effective response strategies to protect lives and property.
- Logistics and Supply Chain Optimization: Shipping companies can use this technology to classify weather conditions at different checkpoints along their routes. By anticipating adverse weather conditions, companies can reroute shipments, optimize delivery schedules, and improve overall supply chain efficiency.
- Urban Planning and Infrastructure Development: City planners and engineers can employ this function to assess the impact of different weather conditions on urban infrastructure. By understanding how various weather scenarios may affect public spaces and amenities, they can design more resilient, weather-adaptive structures and transit systems.
- Marketing and Retail Strategies: Retail businesses can analyze weather conditions through this function to optimize stock levels and marketing campaigns. By predicting customer behavior based on weather classifications, companies can tailor their promotions, ensuring the right products are available at the right time to maximize sales.