##############################
Instance Segmentation - MXNet
##############################

This is a supervised image segmentation algorithm which supports  many pre-trained models available in MXNet. The following
`sample notebook <https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_instance_segmentation/Amazon_JumpStart_Instance_Segmentation.ipynb>`__
demonstrates how to use the Sagemaker Python SDK for Image Segmentation for using these algorithms.

For detailed documentation please refer :ref:`Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK <built-in-algos>`

.. list-table:: Available Models
   :widths: 50 20 20 20 20
   :header-rows: 1
   :class: datatable

   * - Model ID
     - Fine Tunable?
     - Latest Version
     - Min SDK Version
     - Source
   * - mxnet-is-mask-rcnn-fpn-resnet101-v1d-coco
     - False
     - 2.0.18
     - 2.189.0
     - `GluonCV <https://cv.gluon.ai/model_zoo/segmentation.html>`__
   * - mxnet-is-mask-rcnn-fpn-resnet18-v1b-coco
     - False
     - 2.0.18
     - 2.189.0
     - `GluonCV <https://cv.gluon.ai/model_zoo/segmentation.html>`__
   * - mxnet-is-mask-rcnn-fpn-resnet50-v1b-coco
     - False
     - 2.0.18
     - 2.189.0
     - `GluonCV <https://cv.gluon.ai/model_zoo/segmentation.html>`__
   * - mxnet-is-mask-rcnn-resnet101-v1d-coco
     - False
     - 1.0.9
     - 2.189.0
     - `GluonCV <https://cv.gluon.ai/model_zoo/segmentation.html>`__
   * - mxnet-is-mask-rcnn-resnet18-v1b-coco
     - False
     - 2.0.18
     - 2.189.0
     - `GluonCV <https://cv.gluon.ai/model_zoo/segmentation.html>`__
   * - mxnet-is-mask-rcnn-resnet50-v1b-coco
     - False
     - 1.0.9
     - 2.189.0
     - `GluonCV <https://cv.gluon.ai/model_zoo/segmentation.html>`__