Edit this page

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*

Inputs

Image, name: Placeholder, shape: 1, 224, 224, 3 in the format B, H, W, C, where:

  • B - batch size

  • H - image height

  • W - image width

  • C - number of channels

Expected color order: BGR.

Outputs

Tensor with name model/tf_op_layer_l2_normalize/l2_normalize and the shape 1, 256 — image embedding vector.

Demo usage

The model can be used in the following demos provided by the Open Model Zoo to show its capabilities:

Prev Next