Detect object labels and face attributes in uploaded images.
Choose a managed image-analysis service.
Which service is most appropriate?
Amazon Rekognition analyzes images and video for labels, faces, text, and other visual information.
Detailed explanation
Polly synthesizes speech from text and does not analyze images.
Polly synthesizes speech from text and does not analyze images.
Rekognition analyzes images and video for labels, faces, and other visual content.
Rekognition analyzes images and video for labels, faces, and other visual content.
Kinesis ingests and processes streams but is not an image-recognition service.
Kinesis ingests and processes streams but is not an image-recognition service.
Textract extracts text, forms, and tables from documents rather than general image labels.
Textract extracts text, forms, and tables from documents rather than general image labels.
Check official documentation
Compare the following points with the official documentation.
Amazon Rekognitionの公式概要で、画像・動画分析の機能を確認する。
Official references
What to confirm
画像中の物体や顔の分析にRekognitionを選べる。
Key points
- Amazon Rekognition
- Image analysis
- Face detection
Notes
- Environment:
- AI/ML and analytics service features can change; confirm current behavior in official AWS documentation.
Foundation review
Input and output direction
Separate image analysis, speech-to-text, and text-to-speech by the direction and type of transformation.
Pipeline stage
A query, model inference, dashboard, and data-ingestion service solve different stages of an analytics workflow.