AWS Panorama Application Development
AWS Panorama makes it easy for you to start building applications for computer vision at the edge. Skip the data collection and model training with pre-built applications for popular use cases from AWS Panorama Partners.
Build computer vision apps faster
Application SDK
Easily grab camera frames and perform machine learning (ML) inference on image data with a Python-based software development kit (SDK).
Container support
Port functionality from your existing computer vision (CV) applications and bring custom libraries written in any language to AWS Panorama.
Application samples
Learn how to build for popular use cases with working sample code.
Test Utility
Test and debug AWS Panorama applications without a device. Learn more.
Wide ML framework support
Use models and algorithms trained in TensorFlow, PyTorch, or MxNet. Run models using Nvidia TensorRT, Amazon SageMaker Neo, or your own machine learning runtime.
Local networking
Connect AWS Panorama applications directly to systems on the local area network to receive event triggers or publish results without going to the cloud.
Manage and scale apps
Application and device monitoring
Set Amazon CloudWatch alarms to detect when your AWS Panorama application or device encounters errors.
Management APIs
Automate workflows with application programming interfaces (APIs) for device, camera, and application management.
End-to-end encryption
AWS Panorama makes it easier to secure your application by providing encryption for models, credentials, and assets in transit and at rest. Learn more.
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