Identify solar events
using AI
Below is a free classifier to identify solar events. Just upload your image, and our AI will predict what type of solar event is occurring - 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("solar-events", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/solar-events/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/solar-events/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict what type of solar event is occurring.
This pretrained image model uses a Nyckel-created dataset and has 25 labels, including Active Region, Coronal Hole, Coronal Mass Ejection, Flares, Geomagnetic Storm, Lambda Burst, Magnetic Reconnection, Solar Activity, Solar Aurora and Solar Cycle.
We'll also show a confidence score (the higher the number, the more confident the AI model is around what type of solar event is occurring).
Whether you're just curious or building solar events detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify solar events at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Solar Weather Forecasting: This use case involves the identification of solar events to enhance the accuracy of solar weather forecasts. By classifying solar images, meteorologists can provide better warnings for solar flares or coronal mass ejections, which can impact satellite operations and power grids on Earth.
- Satellite Operations Management: Satellite operators can utilize the solar events identifier to monitor potential disruptions caused by solar activity. Accurate classification of solar events allows for timely adjustments in satellite positioning and operations, ensuring the integrity and reliability of satellite communications.
- Power Grid Protection: Utility companies can integrate solar event classification into their grid management systems. By receiving alerts about solar activity that could impact power systems, they can implement protective measures to prevent outages and maintain stable electricity supply.
- Space Weather Research: Researchers in the field of space weather can leverage the solar events identifier to collect data on solar phenomena. This information is crucial for understanding the long-term effects of solar activity on Earth’s atmosphere and improving the predictive models for space weather events.
- Aerospace Navigation Safety: Airlines and aerospace companies can use solar event classification to enhance navigation safety. By identifying solar storms and their potential effects on high-altitude flights, companies can reroute flights to avoid turbulence and communication disruptions caused by solar interference.
- Emergency Response Planning: Government agencies can incorporate the solar events identifier into their emergency response strategies. By predicting how solar activity may affect infrastructure, such as power and communication networks, they can better prepare for and mitigate the impacts of severe solar storms.
- Smart Agriculture Practices: Farmers can utilize solar event classification to optimize farming practices based on solar activity. Understanding the effects of solar events on weather patterns and crop cycles can help farmers make informed decisions about planting, irrigation, and pest management.