vision.proto

// This source file has been modified by The TinyMS Authors.
// Copyright 2021 Huawei Technologies Co., Ltd
//
// Copyright 2015, Google Inc.
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syntax = "proto3";

package vision;

// Base class for all dataset transforms.
message DatasetTransform {
    string label = 1;
    string transform_strategy = 2;
}

// Mnist dataset transform class.
message MnistTransform {
    DatasetTransform super_class = 1;
    Grayscale grayscale = 2;
    Resize resize = 3;
    Rescale normalize = 4;
    Rescale rescale = 5;
}

// Cifar10 dataset transform class.
message Cifar10Transform {
    DatasetTransform super_class = 1;
    RandomCrop random_crop = 2;
    RandomHorizontalFlip random_horizontal_flip = 3;

    Resize resize = 4;
    Rescale rescale = 5;
    Normalize normalize = 6;
}

// ImageFloder dataset transform class.
message Cifar10Transform {
    DatasetTransform super_class = 1;
    RandomCropDecodeResize random_crop_decode_resize = 2;
    RandomHorizontalFlip random_horizontal_flip = 3;

    CenterCrop center_crop = 4;
    Normalize normalize = 5;
}

// VOC dataset transform class.
message VOCTransform {
    DatasetTransform super_class = 1;
    Resize resize = 2;
    PILRandomHorizontalFlip horizontal_flip = 3;
    RandomColorAdjust random_color_adjust = 4;
    Normalize normalize = 5;
}

// CycleGan dataset transform class.
message CycleGanDatasetTransform {
    RandomResizedCrop random_resized_crop = 1;
    RandomHorizontalFlip random_horizontal_flip = 2;

    Resize resize = 3;
    Normalize normalize = 4;
}