Amazon Rekognition Alternatives (January 2026)

Amazon Rekognition automates image recognition and video analysis for your applications without machine learning (ML) experience.

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1.
OCR Software, Data Extraction Tool - Amazon Textract - AWS
https://aws.amazo
.com/textract/

Amazon Textract is a machine learning (ML) service that uses optical character recognition (OCR) to automatically extract text, handwriting, and data from scanned PDF documents, forms, and tables.

2.
Capture & Record Video Streams - Amazon Kinesis Video Streams - AWS
https://aws.amazo
.com/kinesis/video-streams/

Capture, process, and store video streams & media streams for computer vision apps, smart home apps, smart city apps, and real-time video analytics.

3.
Machine Learning Service - Amazon SageMaker - AWS
https://aws.amazo
.com/sagemaker/

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.

4.
Natural Language Processing Service - Amazon Comprehend - AWS
https://aws.amazo
.com/comprehend/

Amazon Comprehend is a natural-language processing (NLP) service that uses machine learning (ML) to uncover information in unstructured data and text within documents.

5.
Docker Images for Machine Learning - AWS Deep Learning Containers - AWS
https://aws.amazo
.com/machine-learning/containers/

AWS Deep Learning Containers are Docker images preinstalled with deep learning frameworks that make it easy to deploy custom machine learning environments.

6.
Vision AI: Image & Visual AI Tools | Google Cloud
https://cloud.googl
.com/vision/

Vision AI uses image recognition to create computer vision apps and derive insights from images and videos with pre-trained APIs. Learn about visual AI tools.

7.
Recommender System, Recommendation Engine - Amazon Personalize - AWS
https://aws.amazo
.com/personalize/

Amazon Personalize is an ML service that helps developers quickly build and deploy a custom recommendation engine with real-time personalization and user segmentation.

8.
Deep Learning Virtual Machine - AWS Deep Learning AMIs - AWS
https://aws.amazo
.com/machine-learning/amis/

AWS Deep Learning AMIs provides ML practitioners with curated, secure frameworks, dependencies, and tools to accelerate and scale deep learning in the cloud.