Amazon Lookout for Vision

aid: amazon-lookout-for-vision
name: Amazon Lookout for Vision
description: Amazon Lookout for Vision is a machine learning service that spots defects and anomalies in visual representations
  using computer vision. With just a small sample of images, it builds a custom computer vision model to enable you to identify
  damaged products or issues before production issues arise. It supports projects, datasets, model training, and real-time
  anomaly detection.
type: Index
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/amazon-lookout-for-vision.png
tags:
- AWS
- Computer Vision
- Machine Learning
- Manufacturing
- Quality Inspection
- Anomaly Detection
url: https://raw.githubusercontent.com/api-evangelist/amazon-lookout-for-vision/refs/heads/main/apis.yml
created: '2026-03-16'
modified: '2026-05-19'
specificationVersion: '0.19'
apis:
- aid: amazon-lookout-for-vision:amazon-lookout-for-vision-projects-api
  name: Amazon Lookout for Vision Projects API
  description: The Projects API from Amazon Lookout for Vision — 12 operation(s) for projects.
  humanURL: https://aws.amazon.com/lookout-for-vision/
  baseURL: https://lookoutvision.amazonaws.com
  tags:
  - Projects
  properties:
  - type: OpenAPI
    url: openapi/amazon-lookout-for-vision-projects-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/lookout-for-vision/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/lookout-for-vision/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/lookout-for-vision/pricing/
  - type: FAQ
    url: https://aws.amazon.com/lookout-for-vision/faqs/
  - type: JSONSchema
    url: json-schema/amazon-lookout-for-vision-anomaly-class-schema.json
  - type: JSONStructure
    url: json-structure/amazon-lookout-for-vision-anomaly-class-structure.json
  - type: JSONLD
    url: json-ld/amazon-lookout-for-vision-context.jsonld
- aid: amazon-lookout-for-vision:amazon-lookout-for-vision-tags-api
  name: Amazon Lookout for Vision Tags API
  description: The Tags API from Amazon Lookout for Vision — 2 operation(s) for tags.
  humanURL: https://aws.amazon.com/lookout-for-vision/
  baseURL: https://lookoutvision.amazonaws.com
  tags:
  - Tags
  properties:
  - type: OpenAPI
    url: openapi/amazon-lookout-for-vision-tags-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/lookout-for-vision/latest/APIReference/Welcome.html
  - type: GettingStarted
    url: https://aws.amazon.com/lookout-for-vision/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/lookout-for-vision/pricing/
  - type: FAQ
    url: https://aws.amazon.com/lookout-for-vision/faqs/
  - type: JSONSchema
    url: json-schema/amazon-lookout-for-vision-anomaly-class-schema.json
  - type: JSONStructure
    url: json-structure/amazon-lookout-for-vision-anomaly-class-structure.json
  - type: JSONLD
    url: json-ld/amazon-lookout-for-vision-context.jsonld
common:
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/amazon-lookout-for-vision/overview
- type: AgenticAccess
  url: agentic-access/amazon-lookout-for-vision-agentic-access.yml
- type: TrustCenter
  url: security/amazon-lookout-for-vision-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/amazon-lookout-for-vision-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/amazon-lookout-for-vision-domain-security.yml
- type: Authentication
  url: authentication/amazon-lookout-for-vision-authentication.yml
- type: Portal
  url: https://aws.amazon.com/lookout-for-vision/
- type: Documentation
  url: https://docs.aws.amazon.com/lookout-for-vision/
- type: TermsOfService
  url: https://aws.amazon.com/service-terms/
- type: PrivacyPolicy
  url: https://aws.amazon.com/privacy/
- type: Support
  url: https://aws.amazon.com/premiumsupport/
- type: Blog
  url: https://aws.amazon.com/blogs/machine-learning/tag/amazon-lookout-for-vision/
- type: GitHubOrganization
  url: https://github.com/aws
- type: Console
  url: https://console.aws.amazon.com/lookoutvision/
- type: Signup
  url: https://portal.aws.amazon.com/billing/signup
- type: Login
  url: https://signin.aws.amazon.com/
- type: StatusPage
  url: https://health.aws.amazon.com/health/status
- type: Contact
  url: https://aws.amazon.com/contact-us/
- type: SpectralRules
  url: rules/amazon-lookout-for-vision-spectral-rules.yml
- type: Vocabulary
  url: vocabulary/amazon-lookout-for-vision-vocabulary.yaml
- type: Features
  data:
  - name: Custom Computer Vision Models
    description: Build custom visual inspection models with just a small sample of images, no ML expertise required.
  - name: Real-Time Defect Detection
    description: Run inference on images in real time to detect defects and anomalies on the production line.
  - name: Edge Deployment
    description: Package and deploy models to edge devices for local inference without cloud connectivity.
  - name: Dataset Management
    description: Manage labeled training and test datasets directly through the API.
  - name: Model Packaging Jobs
    description: Package trained models for deployment to AWS IoT Greengrass edge devices.
- type: UseCases
  data:
  - name: Manufacturing Quality Control
    description: Automate visual inspection of manufactured products to detect surface defects, assembly errors, and damaged
      items.
  - name: Electronics Assembly Inspection
    description: Detect solder defects, missing components, and board damage in electronics manufacturing.
  - name: Food and Beverage Quality
    description: Identify contaminated, damaged, or improperly packaged food products on production lines.
  - name: Pharmaceutical Packaging
    description: Verify correct labeling, packaging integrity, and tablet quality in pharmaceutical manufacturing.
  - name: Automotive Parts Inspection
    description: Detect cracks, scratches, and dimensional defects in automotive components.
- type: Integrations
  data:
  - name: Amazon S3
    description: Store training images and dataset manifests in S3 buckets.
  - name: AWS IoT Greengrass
    description: Deploy packaged models to IoT Greengrass edge devices for local inference.
  - name: Amazon CloudWatch
    description: Monitor model performance metrics and detection results in CloudWatch.
  - name: AWS KMS
    description: Encrypt model artifacts using AWS Key Management Service.
- type: Integrations
  url: https://aws.amazon.com/partners/
integrations:
- name: Partner Programs
- name: Resources
- name: Success Stories
- name: Work with an AWS Partner
- name: AWS Marketplace
- name: AWS Partner Central
- name: Partner Paths
- name: co-sell with AWS
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com