smartlab-sequence-modelling-0001

Use Case and High-Level Description

This is a feature extractor that is based on Mobilenet-v3 network without origianl classifier layer. Input is RGB image and output is feature vector. For the original mobilenet-v3 model details see PyTorch* document and paper.

Specification

Metric

Value

GOPs

0.11

MParams

2.537

Source framework

PyTorch*

Inputs

Image, name: input, shape: 1, 3, 224, 224, format: B, C, H, W, where:

  • B - batch size

  • C - number of channels

  • H - image height

  • W - image width

Outputs

Model has output name: output, shape: 1, 576, 1, 1 576 is the length of feature map.