How aws-samples/ml-edge-getting-started works
This repository collects two AWS ML-at-the-edge reference samples, rather than providing one shared runtime. The first covers wind-turbine anomaly detection and model lifecycle management for a simulated device fleet; the second demonstrates image classification in a browser on a local device. The tree identifies cloud, edge, and frontend/backend components, but no source excerpts or sample-specific README contents were provided, so links between those components are limited to relationships stated in the root README.
Main entry points: onnx_accelerator_sample1/README.md Wind Sample Guide · onnx_accelerator_sample2/README.md Image Sample Guide · onnxacceleratorsampleone Wind Cloud Stack · simulated_device Simulated Turbine
Components 16
Wind Anomaly Sample
- Wind Sample Guide
samples/onnx_accelerator_sample1/README.md - Model Preparation
samples/onnx_accelerator_sample1/notebooks - Wind Cloud Stack
samples/onnx_accelerator_sample1/onnxacceleratorsampleone - Greengrass Deployment
samples/onnx_accelerator_sample1/onnxacceleratorsampleone/with_ggv2 - Anomaly Detector
samples/onnx_accelerator_sample1/edge_application - Simulated Turbine
samples/onnx_accelerator_sample1/simulated_device
Browser Image Sample
- Image Sample Guide
samples/onnx_accelerator_sample2/README.md - Browser Classifier
samples/onnx_accelerator_sample2/source/frontend - Image Prediction
samples/onnx_accelerator_sample2/source/frontend/utils/predict.ts
Cloud Capabilities
- Mobile Backend Stack
samples/onnx_accelerator_sample2/source/backend/onnxacceleratormobilebackend - Backend API
samples/onnx_accelerator_sample2/source/backend/onnxacceleratormobilebackend/api - Image Upload URL
samples/onnx_accelerator_sample2/source/backend/functions/upload_image_url - Model Download URL
samples/onnx_accelerator_sample2/source/backend/functions/model_presigned_url - Log Ingestion
samples/onnx_accelerator_sample2/source/backend/functions/logsingestion
Other components
- Solution Builder
- Local Device
Connections 5
- Solution Builder → Wind Sample Guide: uses guide
- Wind Sample Guide → Wind Cloud Stack: describes lifecycle
- Wind Sample Guide → Simulated Turbine: targets fleet
- Image Sample Guide → Browser Classifier: describes classifier
- Image Sample Guide → Local Device: targets device