Community Stories

Learn how our community solves real, everyday machine learning problems with PyTorch

Advertising & Marketing

How Outreach Productionizes PyTorch-based Hugging Face Transformers for NLP

Amazon Ads Uses PyTorch and AWS Inferentia to Scale Models for Ads Processing

Aerospace

NASA and IBM to Speed AI Creation with New Foundation Models

Agriculture

AI for AG: Production machine learning for agriculture

Carbon Robotics Disrupts Farming Industry with Autonomous Weeders

How Wadhwani AI Uses PyTorch To Empower Cotton Farmers in India

John Deere's use of PyTorch for weed "see and spray"

The future of farming is one giant A/B test on all the crops in the world at once (Protocol)

Autonomous Driving

How Lyft Uses PyTorch to Power Machine Learning for Their Self-Driving Cars

Wayve’s AV2.0 builds a brighter future with Azure Machine Learning and PyTorch

Education

AI Helps Duolingo Personalize Language Learning

Finance

Solliance makesheadlines with cryptocurrency news analysis platform powered by Azure Machine Learning, PyTorch

Create a Wine Recommender Using NLP on AWS

Healthcare

Crayon boosts speed accuracy of healthcare auditing process using Azure Machine Learning and PyTorch

Extracting value from siloed healthcare data using federated learning with Azure Machine Learning

HippoScreen Improves AI Performance by 2.4x with oneAPI Tools

Insurance

Protection and insurance for used mobile devices (Bolttech)

Media & Entertainment

Disney's Creative Genome (PyTorch Development Day)

Disney's new AI is facial recognition for animation (Engadget)

Game On: How AI Aims to Make Angry Birds Releases Even More Engaging

How Disney uses PyTorch for animated character recognition

Machine Learning at Tubi: Powering Free Movies, TV and News for All

Pixar use of PyTorch for high-resolution video (VentureBeat)

Running BERT models on AWS Inferentia (Japanese)

Medical

Ambient Clinical Intelligence: Generating Medical Reports with PyTorch

AstraZeneca is using PyTorch-powered algorithms to discover new drugs (ZDnet)

Atomwise: Fast, Scalable IO and the Drugs of Tomorrow

Deploying huggingface‘s BERT to production with PyTorch/serve

How AI is Helping Vets to Help our Pets

How theator Built a Continuous Training Framework To Scale up Its Surgical Intelligence Platform

Speeding up drug discovery with advanced machine learning at AstraZeneca

Surgical Intelligence Platform by theator

Run inference at scale for OpenFold, a PyTorch-based protein folding ML model, using Amazon EKS

Optimize Protein Folding Costs with OpenFold on AWS Batch

Mining

How Datarock is using PyTorch for more intelligent mining decision making

Retail

Amazon Ads Uses PyTorch and AWS Inferentia to Scale Models for Ads Processing

How Trigo built a scalable AI development & deployment pipeline for Frictionless Retail

How We Built: An Early-Stage Recommender System

Wehkamp's Automated Background Removal in E-commerce Fashion Image Processing Using PyTorch on Databrick

Search Model Serving Using PyTorch and TorchServe

Technology

Autodesk AVA Chatbot Wired Article for AWS Inferentia + PyTorch

Bentley Systems breakthrough framework

How We Used AWS Inferentia to Boost PyTorch NLP Model Performance by 4.9x for the Autodesk Ava Chatbot

How we used Inferential to boost PyTorch model performance

PyTorch Community Voices Interview with Alexander O’Connor and Binghui Ouyang of Autodesk

ISID heightens value buried in text using Azure Machine Learning and PyTorch

How PyTorch is bringing the power of AI to computers and smartphones

Axon offers technology boost for public safety with in-car Automated License Plate Recognition on Azure

ML Model Server Resource Saving - Transition From High-Cost GPUs to Intel CPUs and oneAPI powered Software with performance

Travel

Dialogue Assistance for Customer Service at Airbnb

Docs

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Tutorials

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Resources

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