Amazon Lookout for Vision · Capability
Amazon Lookout for Vision - Visual Inspection Workflow
Workflow capability for manufacturing and quality teams to build, train, and deploy computer vision models for automated visual quality inspection using Amazon Lookout for Vision.
Run with Naftiko
AmazonComputer VisionMachine LearningManufacturingQuality InspectionVisual Inspection
What You Can Do
POST
Create project
— Create a visual inspection project
/v1/projects
GET
List projects
— List all inspection projects
/v1/projects
POST
Train model
— Train a new inspection model
/v1/projects/{id}/models
GET
List models
— List trained models
/v1/projects/{id}/models
POST
Detect anomalies
— Detect visual anomalies in an image
/v1/projects/{id}/models/{modelVersion}/detect
MCP Tools
create-inspection-project
Create a new visual quality inspection project
list-inspection-projects
List all visual inspection projects
read-only
idempotent
train-inspection-model
Train a computer vision model for defect detection
start-inspection-model
Start a trained model to enable real-time inspection
idempotent
inspect-image
Run anomaly detection on a product image to identify defects
read-only
idempotent
get-model-status
Check the training status and performance metrics of an inspection model
read-only
idempotent
stop-inspection-model
Stop a running model to reduce costs when not actively inspecting
idempotent
list-inspection-models
List all trained inspection models in a project
read-only
idempotent
APIs Used
lookout-for-vision