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How UAVSphere’s Drone Data Powers Smarter AI

  • Writer: Anvita Shrivastava
    Anvita Shrivastava
  • 17 hours ago
  • 3 min read

Rapidly changing technology is driving artificial intelligence (AI). In UAVSphere understand that to train an AI system with actionable intelligence requires precise, scalable and real-time data. This is where data derived from drones can revolutionize entire industries and fuel more intelligent AI applications.


Drone Data Powers Smarter AI
Drone Data Powers Smarter AI

The Role of Drone Data in AI Development


Aerial imagery and 3D mapping data from drones are captured in high resolution with real-time analytics of the environment, creating an extensive dataset much larger than what traditional methods can provide. This data plays a critical role in developing AI models because they provide the following:


  • Greater accuracy: Drone images captured with detail will help the AI learn to identify patterns and anomalies with much greater accuracy than before.

  • Learning in real-time: With continuous monitoring by drone, new datasets are always available for use by the AI, which allows the AI to evolve and adapt in real-time.

  • Multiple datasets: Drones can fly into unsafe areas that are not easily accessible, which will expand the AI training sets created from drone data using a more diverse variety of scenarios.


UAVSphere’s Data Collection Capabilities


Leveraging advanced drone technology, UAVSphere gathers both organized and unorganized data from multiple avenues.


Examples of these different data sources include:


  1. Agricultural Uses: Monitoring crop health, detecting pests and predicting yield.

  2. Construction and Infrastructure Uses: Performing site inspections, tracking the progression of factories and assessing safety.

  3. Environmental Uses: Forest management, tracking wildlife and assessing pollution.

  4. Energy and Utility Uses: Performing inspections of pipelines, analyzing solar panels and predicting when maintenance will be required.


Emerging drone technology yields high fidelity data through LiDAR, multispectral and thermal imaging technologies so that the data used by AI algorithms will be accurate.


How UAVSphere Data Powers Smarter AI Models


The performance of artificial intelligence systems is dependent on the quality of the data they are learned from, which is why UAVSphere provides drone-based data to improve the ability of AI systems in three significant ways:


  • AI Training for Object Detection with High Resolution Imagery: The combination of high-quality images and advanced algorithms will enable AI systems to correctly identify objects in complex environments and use those objects within their decision making processes.

  • Predictive Analytics (via Continuous Drone Data Input) Will Enable AI Systems to Identify Trends, Identify Equipment Failures and Increase Operational Efficiency.

  • Automated Decision Making: AI models trained on UAVSphere's data will be able to provide automated suggestions on relevant actions associated with agriculture, construction, and environmental management.


For example, in the field of agriculture, UAVSphere's drone data will provide AI an opportunity to identify crop stress without detection, thus allowing for timely intervention to improve yields.


Why UAVSphere is a Game-Changer


While most traditional datasets are static, UAVSphere adds some action and dynamic aerial intelligence to its machine learning models. With the UAVSphere scalable data backbone, businesses of every size have the opportunity to take advantage of drone-based data for better artificial intelligence results.


Through integrating drone data from UAVSphere with our AI-based system GeoWGS84.ai, companies can achieve:


  • Improved accuracy in their predictions

  • Reduced time spent developing their models

  • Greater opportunities to use their AI systems in multiple industry segments


The use of drones is beyond using drones for aerial photo/video capture. Drones will provide AI with the ability to make more intelligent decisions, faster and with greater accuracy; UAVSphere helps businesses combine drones with artificial intelligence so they can have access to the analytical information necessary to be competitive.


Take advantage of UAVSphere's drone data today to help you increase the efficiency and effectiveness of your artificial intelligence models.


For more information or any questions regarding the drone data, please don't hesitate to contact us at:


Email:


USA (HQ): (720) 702–4849


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