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image-retrieval-0001.md

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image-retrieval-0001

Use Case and High-Level Description

Image retrieval model based on MobileNetV2 architecture as a backbone.

Example

Specification

Metric Value
Top1 accuracy 0.834
GFlops 0.613
MParams 2.535
Source framework TensorFlow*

Performance

Inputs

Name: "input" , shape: [1x3x224x224] — An input image in the format [BxCxHxW], where:

- B - batch size
- C - number of channels
- H - image height
- W - image width

Expected color order - BGR.

Outputs

One [1x256]-shaped tensor — image embedding vector.

Legal Information

[*] Other names and brands may be claimed as the property of others.