# frozen_string_literal: true

# Copyright 2022 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# Auto-generated by gapic-generator-ruby. DO NOT EDIT!


module Google
  module Cloud
    module AIPlatform
      module V1
        module Schema
          module Predict
            module Prediction
              # Prediction output format for Image Segmentation.
              # @!attribute [rw] category_mask
              #   @return [::String]
              #     A PNG image where each pixel in the mask represents the category in which
              #     the pixel in the original image was predicted to belong to. The size of
              #     this image will be the same as the original image. The mapping between the
              #     AnntoationSpec and the color can be found in model's metadata. The model
              #     will choose the most likely category and if none of the categories reach
              #     the confidence threshold, the pixel will be marked as background.
              # @!attribute [rw] confidence_mask
              #   @return [::String]
              #     A one channel image which is encoded as an 8bit lossless PNG. The size of
              #     the image will be the same as the original image. For a specific pixel,
              #     darker color means less confidence in correctness of the cateogry in the
              #     categoryMask for the corresponding pixel. Black means no confidence and
              #     white means complete confidence.
              class ImageSegmentationPredictionResult
                include ::Google::Protobuf::MessageExts
                extend ::Google::Protobuf::MessageExts::ClassMethods
              end
            end
          end
        end
      end
    end
  end
end
