The Model Asset eXchange (MAX) on IBM Developer is a place where you can find and use free open source deep learning models for text, image, audio, and video processing and much more. The curated list includes deployable models, which you can run as a microservice locally or in the cloud on Docker or Kubernetes, and trainable models where you can use your own data to train the models.
By completing this introductory tutorial you will learn how to deploy a model microservice and consume it in a basic web application.
Tutorial modules:
- Setup (Estimated time: 10 minutes)
- Module 1: Run a deep learning microservice on Docker (Estimated time: 30 minutes)
- Run a microservice using a pre-built Docker image
- Run a microservice using a custom-built Docker image
- Module 2: Consume a deep learning microservice (Estimated time: 20 minutes)
- Customize a sample Node.js or Python web app to consume a microservice
Related links:
- Tutorial on IBM Developer.
- MAX code patterns: Explore official sample applications that utilize MAX models, such as the image caption generator or the age estimator.
If you have any questions or feedback please join the MAX community on Slack.
License: Apache-2.0