aws-samples/amazon-sagemaker-edge-defect-detection-computer-vision

Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker

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This helps quality control engineers and manufacturing operators set up automated visual inspections on the factory floor. It takes camera images of products as they are being made and identifies defects like cracks or deformities in real time. The output is an immediate alert about a defective product, enabling quick intervention.

Use this if you need to detect manufacturing defects automatically and instantly using cameras on your production line.

Not ideal if you are looking for a current solution, as the core SageMaker Edge Manager service has been discontinued.

manufacturing-quality industrial-automation visual-inspection defect-detection factory-operations
No Package No Dependents
Maintenance 10 / 25
Adoption 8 / 25
Maturity 16 / 25
Community 19 / 25

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52

Forks

22

Language

Python

License

MIT-0

Last pushed

Feb 21, 2026

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