Image Classification - PyTorch — sagemaker 2.199.0 documentation (original) (raw)
- »
- Built-in Algorithms »
- Vision »
- Image Classification - PyTorch
- Edit on GitHub
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 |