// Copyright 2025 The ODML Authors. // // 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 // // http://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. #ifndef THIRD_PARTY_ODML_LITERT_LM_RUNTIME_COMPONENTS_PREPROCESSOR_STB_IMAGE_PREPROCESSOR_H_ #define THIRD_PARTY_ODML_LITERT_LM_RUNTIME_COMPONENTS_PREPROCESSOR_STB_IMAGE_PREPROCESSOR_H_ #include #include "absl/status/statusor.h" // from @com_google_absl #include "runtime/components/preprocessor/image_preprocessor.h" #include "runtime/engine/io_types.h" namespace litert::lm { // Preprocessor for image using stb image library. // Main purpose is to process raw image bytes into a resized image TensorBuffer. class StbImagePreprocessor : public ImagePreprocessor { public: // Preprocesses the raw image bytes into a resized image TensorBuffer. // // If PatchifyConfig is set, the image will be patchified, with the image // resized to the largest possible size that fits the max_num_patches limit // while maintaining the original aspect ratio. absl::StatusOr Preprocess( const InputImage& input_image, const ImagePreprocessParameter& parameter) override; private: // Patchify the image into a tensor buffer. absl::StatusOr PatchifyImage( std::vector image_data, const ImagePreprocessParameter& parameter); }; } // namespace litert::lm #endif // THIRD_PARTY_ODML_LITERT_LM_RUNTIME_COMPONENTS_PREPROCESSOR_STB_IMAGE_PREPROCESSOR_H_