AWS Machine Learning Blog

Category: HAQM Rekognition

Announcing the launch of the model copy feature for HAQM Rekognition Custom Labels

HAQM Rekognition Custom Labels is a fully managed computer vision service that allows developers to build custom models to classify and identify objects in images that are specific and unique to your business. Rekognition Custom Labels doesn’t require you to have any prior computer vision expertise. For example, you can find your logo in social […]

Use computer vision to measure agriculture yield with HAQM Rekognition Custom Labels

In the agriculture sector, the problem of identifying and counting the amount of fruit on trees plays an important role in crop estimation. The concept of renting and leasing a tree is becoming popular, where a tree owner leases the tree every year before the harvest based on the estimated fruit yeild. The common practice […]

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Build taxonomy-based contextual targeting using AWS Media Intelligence and Hugging Face BERT

As new data privacy regulations like GDPR (General Data Protection Regulation, 2017) have come into effect, customers are under increased pressure to monetize media assets while abiding by the new rules. Monetizing media while respecting privacy regulations requires the ability to automatically extract granular metadata from assets like text, images, video, and audio files at […]

Identify rooftop solar panels from satellite imagery using HAQM Rekognition Custom Labels

Renewable resources like sunlight provide a sustainable and carbon neutral mechanism to generate power. Governments in many countries are providing incentives and subsidies to households to install solar panels as part of small-scale renewable energy schemes. This has created a huge demand for solar panels. Reaching out to potential customers at the right time, through […]

Accelerate your identity verification projects using AWS Amplify and HAQM Rekognition sample implementations

HAQM Rekognition allows you to mitigate fraudulent attacks and minimize onboarding friction for legitimate customers through a streamlined identity verification process. This can result in an increase in customer trust and safety. Key capabilities of this solution include: Register a new user using a selfie Register a new user after face match against an ID […]

Analyze and tag assets stored in Veeva Vault PromoMats using HAQM AppFlow and HAQM AI Services

In a previous post, we talked about analyzing and tagging assets stored in Veeva Vault PromoMats using HAQM AI services and the Veeva Vault Platform’s APIs. In this post, we explore how to use HAQM AppFlow, a fully managed integration service that enables you to securely transfer data from software as a service (SaaS) applications […]

Use AWS AI and ML services to foster accessibility and inclusion of people with a visual or communication disability

AWS offers a broad set of artificial intelligence (AI) and machine learning (ML) services, including a suite of pre-trained, ready-to-use services for developers with no prior ML experience. In this post, we demonstrate how to use such services to build an application that fosters the inclusion of people, who speak a different language or those […]

Image classification and object detection using HAQM Rekognition Custom Labels and HAQM SageMaker JumpStart

In the last decade, computer vision use cases have been a growing trend, especially in industries like insurance, automotive, ecommerce, energy, retail, manufacturing, and others. Customers are building computer vision machine learning (ML) models to bring operational efficiencies and automation to their processes. Such models help automate the classification of images or detection of objects […]

Moderate, classify, and process documents using HAQM Rekognition and HAQM Textract

Many companies are overwhelmed by the abundant volume of documents they have to process, organize, and classify to serve their customers better. Examples of such can be loan applications, tax filing, and billing. Such documents are more commonly received in image formats and are mostly multi-paged and in low-quality format. To be more competitive and […]

HAQM Rekognition introduces Streaming Video Events to provide real-time alerts on live video streams

Today, AWS announced the general availability of HAQM Rekognition Streaming Video Events, a fully managed service for camera manufacturers and service providers that uses machine learning (ML) to detect objects such as people, pets, and packages in live video streams from connected cameras. HAQM Rekognition Streaming Video Events sends them a notification as soon as […]