Image Classification - PyTorch — sagemaker 2.199.0 documentation (original) (raw)


This is a supervised image clasification algorithm which supports fine-tuning of many pre-trained models available in Pytorch Hub. The followingsample notebookdemonstrates how to use the Sagemaker Python SDK for Image Classification 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
pytorch-ic-alexnet True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-densenet121 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-densenet161 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-densenet169 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-densenet201 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-googlenet True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-mobilenet-v2 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-resnet101 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-resnet152 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-resnet18 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-resnet34 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-resnet50 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-resnext101-32x8d True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-resnext50-32x4d True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-shufflenet-v2-x1-0 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-squeezenet1-0 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-squeezenet1-1 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-vgg11 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-vgg11-bn True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-vgg13 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-vgg13-bn True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-vgg16 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-vgg16-bn True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-vgg19 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-vgg19-bn True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-wide-resnet101-2 True 3.0.0 2.189.0 Pytorch Hub
pytorch-ic-wide-resnet50-2 True 3.0.0 2.189.0 Pytorch Hub