AWS Startups Blog

Category: Amazon Machine Learning

Sign-Speak builds with AI on AWS to create accessible experiences

Sign-Speak is an innovative startup whose language software recognizes American Sign Language (ASL) and translates it into spoken words (and vice versa) with machine learning. Their platform offers real-time ASL recognition, avatar, and transcription to facilitate communication with Deaf and Hard of Hearing individuals. Sign-Speak leveraged the AWS Impact Accelerator Latino Founders cohort to gain technical and business support as they make the world a more accessible and inclusive place.

Autonomous driving startup TIER IV uses AWS to change the future of mobility

Autonomous driving startup TIER IV uses AWS to change the future of mobility

In the automotive industry, TIER IV is an innovative and disruptive startup that is transforming the vehicle production process and the future of mobility. Founded in 2015 by Shinpei Kato in Japan, TIER IV builds platforms based on open source software—platforms they manage using AWS—that their partners use for building autonomous vehicles.

How startups lower AI/ML costs and innovate with AWS Inferentia

How startups lower AI/ML costs and innovate with AWS Inferentia

When choosing the infrastructure for their ML workloads, startups should consider how to best approach training and inference. Training is process by which a model is built and tuned for a specific task by learning from existing data. Inference is the process of using that model to make predictions based on new input data. Over the last five years, AWS has been investing in our own purpose-built accelerators to push the envelope on performance and compute cost for ML workloads. AWS Trainium and AWS Inferentia accelerators enable the lowest cost for training models and running inference in the cloud.

How machine learning helps Fraud.net to build a modern app on AWS to combat financial fraud

Startups know firsthand how better technology can improve the quality of life: From AI/ML allowing scientists to better predict patient health outcomes, to cloud computing driving life-saving innovation, and modern apps enhancing accessibility. Fraud.net is one such startup improving quality of life. They use AWS technology to give customers in the banking and fintech industries a serverless modern application that uses artificial intelligence and machine learning to rapidly identify fraud, leading to more efficient operations and higher customer satisfaction.

How Amazon SageMaker helps Widebot provide Arabic sentiment analysis

Startups are familiar with the importance of creating great customer experiences. Sentiment analysis is one tool that helps with this. It categorizes data as positive, negative, or neutral based on machine learning techniques such as text analysis and natural language processing (NLP). Companies use sentiment analysis to measure the satisfaction of clients for a target product or service. In this blog post, we explain how Widebot uses Amazon Sagemaker to successfully implement a sentiment classifier for Modern Standard Arabic and Egyptian dialect Arabic.

Rethink Debt Collection: How Machine Learning Improves your Receivables Management

No one wants to hear from a debt collection agency. Most people associate it with letters in red, capital characters, high charges with imaginative reasons and intrusive phone calls. Berlin-based fintech PAIR Finance’s mission is to change that with the help of Machine Learning, introducing you and your customers to a completely new debt collection experience.

PromoMii: Video Ads Powered by AWS Machine Learning

Creating a movie trailer takes time and most broadcasters and streaming platforms don’t have enough resources to do it. PromoMii, a UK startup, solves this problem with a unique blend of domain expertise and machine learning. Here’s how they do it.

Accelerating-Startup-Growth-How-NVIDIA-and-AWS-are-Collaborating-to-Grow-AI Startups

Accelerating Startup Growth: How NVIDIA and AWS are Collaborating to Grow AI Startups

Guest contribution by Serge Lemonde, Global AI Startups Program Director at NVIDIA To help some of today’s hottest AI startups innovate and grow, they’re gaining access to advanced technology, training and support – all at no charge – thanks to a new collaboration between NVIDIA and AWS. Starting today, members of the companies’ startup programs— […]