A Semantic Segmentation inference API using the Gluoncv CV toolkit
BMW-Semantic-Segmentation-Inference-API-GPU-CPU
This is a repository for a Semantic Segmentation inference API using the Gluoncv CV toolkit.
The training GUI (also based on the Gluoncv CV toolkit ) for the Semantic Segmentation workflow will be published soon.
A sample inference model is provided with this repository for testing purposes.
This repository can be deployed using docker.
Prerequisites
- Ubuntu 18.04 or 20.04 LTS
- Windows 10 pro with hyper-v enabled and docker desktop
- NVIDIA Drivers (410.x or higher)
- Docker CE latest stable release
- NVIDIA Docker 2
- Git lfs (large file storage) : installation
Note: the windows deployment supports only CPU version thus nvidia driver and nvidia docker are not required
Check for prerequisites
To check if you have docker-ce installed:
docker --version
To check if