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 sizeH
- image heightW
- image widthC
- 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:
Legal Information#
[*] Other names and brands may be claimed as the property of others.