Skip to content

Multi-worker cpu-distributed tensorflow example for image segmentation. K8s ready.

License

Notifications You must be signed in to change notification settings

paoloalba/image_segmentation_distributed

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

CPU distributed image segmentation

This repository implements the image segmentation tutorial from tensorflow (https://www.tensorflow.org/tutorials/images/segmentation) within a CPU multi-worker distributed training.

The application is dockerised within a single multi-purpose image, and then deployed into a K8s cluster. The multiple worker deployments, together with the corresponding services, are synchronised with the help of K8s-yamlfied classes (https://github.com/paoloalba/deployer_k8s). The programmaticly generate yaml files can be normally deployed by kubectl inline commands or any preferred script.

About

Multi-worker cpu-distributed tensorflow example for image segmentation. K8s ready.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published