Flotta- Edge example application
- Mentors
- Piotr, Gloria Ciavarrini, Eloy Coto
- Organization
- JBoss Community
- Technologies
- python, docker, kubernetes
- Topics
- web, machine learning, vision, Edge Computing
The project aims to build an application to run a workload container on a bunch of flotta-configured edge devices which collects/processes input from a webcam feed with basic processing capabilities like image classification and object detection and sync these images from the device with object storage. Running cluster side container app which would present aggregated results using a web framework.
As an example for this kind of application, a Python based application will be developed which will perform the image classification using state-of-the-art machine learning models and later progress with syncing these images with an object storage. Next the images can be browsed using webapp running in a cluster.