Image segmenter output both confidence masks and category mask optionally.
PiperOrigin-RevId: 522227345
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Copybara-Service
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d5def9e24d
@@ -53,6 +53,9 @@ struct ImageSegmenterOptions {
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// Metadata, if any. Defaults to English.
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std::string display_names_locale = "en";
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// Whether to output confidence masks.
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bool output_confidence_masks = true;
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// Whether to output category mask.
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bool output_category_mask = false;
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@@ -77,8 +80,10 @@ struct ImageSegmenterOptions {
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// - if type is kTfLiteFloat32, NormalizationOptions are required to be
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// attached to the metadata for input normalization.
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// Output ImageSegmenterResult:
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// Provides confidence masks and an optional category mask if
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// `output_category_mask` is set true.
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// Provides optional confidence masks if `output_confidence_masks` is set
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// true, and an optional category mask if `output_category_mask` is set
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// true. At least one of `output_confidence_masks` and `output_category_mask`
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// must be set to true.
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// An example of such model can be found at:
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// https://tfhub.dev/tensorflow/lite-model/deeplabv3/1/metadata/2
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class ImageSegmenter : tasks::vision::core::BaseVisionTaskApi {
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@@ -167,6 +172,7 @@ class ImageSegmenter : tasks::vision::core::BaseVisionTaskApi {
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private:
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std::vector<std::string> labels_;
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bool output_confidence_masks_;
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bool output_category_mask_;
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};
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