Semantic Segmentation - MxNet

This is a supervised semantic segmentation algorithm which supports fine-tuning of many pre-trained models available in MXNet. The following sample notebook demonstrates how to use the Sagemaker Python SDK for Semantic Segmentation for using these algorithms.

For detailed documentation please refer Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK

Available Models

Model ID

Fine Tunable?

Latest Version

Min SDK Version

Source

mxnet-semseg-fcn-resnet101-ade

True

1.4.1

2.100.0

GluonCV

mxnet-semseg-fcn-resnet101-coco

True

1.4.1

2.100.0

GluonCV

mxnet-semseg-fcn-resnet101-voc

True

1.4.1

2.100.0

GluonCV

mxnet-semseg-fcn-resnet50-ade

True

1.4.1

2.100.0

GluonCV