1 /** 2 * Copyright 2021-2023 Huawei Technologies Co., Ltd 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 #ifndef MINDSPORE_CCSRC_MINDDATA_DATASET_KERNELS_IR_VISION_RANDOM_AFFINE_IR_H_ 18 #define MINDSPORE_CCSRC_MINDDATA_DATASET_KERNELS_IR_VISION_RANDOM_AFFINE_IR_H_ 19 20 #include <map> 21 #include <memory> 22 #include <string> 23 #include <vector> 24 25 #include "include/api/status.h" 26 #include "minddata/dataset/include/dataset/constants.h" 27 #include "minddata/dataset/include/dataset/transforms.h" 28 #include "minddata/dataset/kernels/ir/tensor_operation.h" 29 30 namespace mindspore { 31 namespace dataset { 32 namespace vision { 33 constexpr char kRandomAffineOperation[] = "RandomAffine"; 34 35 class RandomAffineOperation : public TensorOperation { 36 public: 37 RandomAffineOperation(const std::vector<float_t> °rees, const std::vector<float_t> &translate_range, 38 const std::vector<float_t> &scale_range, const std::vector<float_t> &shear_ranges, 39 InterpolationMode interpolation, const std::vector<uint8_t> &fill_value); 40 41 ~RandomAffineOperation() override; 42 43 std::shared_ptr<TensorOp> Build() override; 44 45 Status ValidateParams() override; 46 47 std::string Name() const override; 48 49 Status to_json(nlohmann::json *out_json) override; 50 51 static Status from_json(nlohmann::json op_params, std::shared_ptr<TensorOperation> *operation); 52 53 private: 54 std::vector<float_t> degrees_; // min_degree, max_degree 55 std::vector<float_t> translate_range_; // maximum x translation percentage, maximum y translation percentage 56 std::vector<float_t> scale_range_; // min_scale, max_scale 57 std::vector<float_t> shear_ranges_; // min_x_shear, max_x_shear, min_y_shear, max_y_shear 58 InterpolationMode interpolation_; 59 std::vector<uint8_t> fill_value_; 60 }; 61 } // namespace vision 62 } // namespace dataset 63 } // namespace mindspore 64 #endif // MINDSPORE_CCSRC_MINDDATA_DATASET_KERNELS_IR_VISION_RANDOM_AFFINE_IR_H_ 65