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lib/AI/PredictionClient/InceptionClient.pm  view on Meta::CPAN

has camel => (is => 'rw',);

sub call_inception {
  my $self  = shift;
  my $image = shift;

  my $tensor = AI::PredictionClient::Classes::SimpleTensor->new();
  $tensor->shape([ { size => 1 } ]);
  $tensor->dtype("DT_STRING");

  if ($self->camel) {
    my $camel_test = AI::PredictionClient::Testing::Camel->new();
    $tensor->value([ $camel_test->camel_jpeg_ref ]);
  } else {
    $tensor->value([$image]);
  }

  $self->inputs({ images => $tensor });

  if ($self->callPredict()) {

    my $predict_output_map_href = $self->outputs;
    my $inception_results_href;

    foreach my $key (keys %$predict_output_map_href) {
      $inception_results_href->{$key} = $predict_output_map_href->{$key}
        ->value;  #Because returns Tensor objects.
    }

    $self->_set_inception_results($inception_results_href);

    return 1;
  } else {
    return 0;
  }

}

1;

__END__

=pod

=encoding UTF-8

=head1 NAME

AI::PredictionClient::InceptionClient - A module implementing the TensorFlow Serving Inception client

=head1 VERSION

version 0.05

=head1 AUTHOR

Tom Stall <stall@cpan.org>

=head1 COPYRIGHT AND LICENSE

This software is copyright (c) 2017 by Tom Stall.

This is free software; you can redistribute it and/or modify it under
the same terms as the Perl 5 programming language system itself.

=cut