More models into production, faster
We convert your deep learning computer vision models into model inference packages, automatically producing a Docker image that’s deployable into production.
Reduce costs while meeting business and customer needs
The OctoML Platform accelerates and benchmarks your computer vision models for your chosen targets, allowing you to meet technical or business SLAs and improve your user’s experience.
Video content moderation
Analyze images, videos, live streams, and other media content in real-time or offline batch processing. When model updates are inevitably required, deploy your retrained model quickly with our automated tooling and workflows.
Medical imaging
Analyze medical images like x-rays, MRIs and CT scans with speed and accuracy — without uploading private data to the cloud.
Smart cameras and computational photography
Optimize and deploy your ML models in the cloud to achieve a high-frame rate object detection and lower energy usage.
Upload your model for automated optimization
OctoML has certified vision models for successful ingestion and acceleration, including the most popular models: YOLOv5, MobileNetv2, and ResNet. You can automatically optimize your model across 5 acceleration engines and choose from over 80 cloud targets.
With Apache TVM, Microsoft Research develops and serves the latest computer vision algorithms on live streams
Read about our work
How OctoML is designed to deliver faster and lower cost inferencing
2022 will go down as the year that the general public awakened to the power and potential of AI. Apps for chat, copywriting, coding and art dominated the media conversation and took off at warp speed. But the rapid pace of adoption is a blessing and a curse for technology companies and startups who must now reckon with the staggering cost of deploying and running AI in production.
OctoML attended AWS re:Invent 2022
Last week, 14 Octonauts headed out to AWS re:Invent. We gave more than 200 demos showing how OctoML helps you save on your AI/ML journey, and gave away a dream trip to one lucky winner.
Faster machine learning everywhere
Maximize Performance
Model acceleration through 5 engines and packaged for 100+ hardware targets.
Comprehensive Benchmarking
Get the best performance and lowest cost for running models in production.
Portable Deployment
Deploy in minutes using the OctoML CLI which outputs a Docker image package.
