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open-closed-eye-0001.md

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open-closed-eye-0001

Use Case and High-Level Description

Fully convolutional network for recognition of eye state ('open', 'closed').

Example

Specification

Metric Value
Source framework PyTorch*
GFlops 0.0014
MParams 0.0113
Accuracy 95.84%

Dataset

MRL Eye Dataset is used for training and validation (each 10th image is used for test).

Performance

Inputs

  1. name: "input.1" , shape: [1x3x32x32] - An input image in [1xCxHxW] format. Expected color order is BGR.

Outputs

  1. name: "19", shape: [1, 2, 1, 1] - Softmax output across 2 type classes [open, closed]

Legal Information

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