Find the location of defects in product images on a production line.
Notify inspectors with the locations.
Which use case fits?
Object detection or segmentation identifies objects or regions and their locations in images.
Detailed explanation
Forecasting predicts future numeric values.
IAM authorization is not image analysis.
Tokenization splits text, not image defects.
These methods identify image objects or pixel regions and their positions.
Check official documentation
Compare the following points with the official documentation.
AWS公式AIF-C01ガイドDomain 1.2のコンピュータビジョンユースケースを確認する。
Official references
What to confirm
画像分類と位置・領域検出の違いを説明できる。
Key points
- Images
- Object detection
- Segmentation
Notes
- Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認
- Compare the definition with the AIF-C01 objective and the service documentation before applying it.
- Keep the concept separate from a particular answer choice or implementation step.
Foundation review
Spatial output
Vision tasks can return locations or regions, not only one label for an entire image.
Task distinction
Detection and segmentation represent position differently even when they identify related objects.