Image Embedding - TensorFlow¶
This is a supervised image embedding algorithm which supports many pre-trained models available in Tensorflow Hub. The following sample notebook demonstrates how to use the Sagemaker Python SDK for Image Embedding for using these algorithms.
For detailed documentation please refer Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK
Model ID |
Fine Tunable? |
Latest Version |
Min SDK Version |
Source |
---|---|---|---|---|
tensorflow-icembedding-bit-m-r101x1-ilsvrc2012-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-bit-m-r101x3-imagenet21k-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-bit-m-r50x1-ilsvrc2012-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-bit-m-r50x3-imagenet21k-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-bit-s-r101x1-ilsvrc2012-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-bit-s-r101x3-ilsvrc2012-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-bit-s-r50x1-ilsvrc2012-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-bit-s-r50x3-ilsvrc2012-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-b0-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-b1-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-b2-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-b3-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-b6-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-lite0-featurevector-2 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-lite1-featurevector-2 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-lite2-featurevector-2 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-lite3-featurevector-2 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-efficientnet-lite4-featurevector-2 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-inception-v1-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-inception-v2-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-inception-v3-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-025-128-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-025-160-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-025-192-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-025-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-050-128-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-050-160-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-050-192-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-050-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-075-128-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-075-160-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-075-192-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-075-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-100-128-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-100-160-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-100-192-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v1-100-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v2-035-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v2-050-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v2-075-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v2-100-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v2-130-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-mobilenet-v2-140-224-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-resnet-v1-101-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-resnet-v1-152-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-resnet-v1-50-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-resnet-v2-101-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-resnet-v2-152-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-imagenet-resnet-v2-50-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-resnet-50-featurevector-1 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-tf2-preview-inception-v3-featurevector-4 |
False |
2.0.2 |
2.80.0 |
|
tensorflow-icembedding-tf2-preview-mobilenet-v2-featurevector-4 |
False |
2.0.2 |
2.80.0 |