* Copyright 2021 Huawei Technologies Co., Ltd
*
* 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.
*/
#include <sys/stat.h>
#include <unistd.h>
#include <fstream>
#include <iostream>
#include <map>
#include <memory>
#include <set>
#include <string>
#include <unordered_map>
#include <unordered_set>
#include <utility>
#include <vector>
#include "include/api/types.h"
#include "include/dataset/lite_cv/lite_mat.h"
#include "include/dataset/lite_cv/image_process.h"
#include "include/dataset/vision_lite.h"
#include "include/dataset/execute.h"
using mindspore::dataset::Execute;
using mindspore::dataset::LDataType;
using mindspore::dataset::LiteMat;
using mindspore::dataset::PaddBorderType;
using mindspore::dataset::vision::Decode;
int main(int argc, char **argv) {
std::ifstream ifs("test_image.jpg");
if (!ifs.is_open() || !ifs.good()) {
std::cout << "fail to load image, check image path" << std::endl;
return -1;
}
ifs.seekg(0, std::ios::end);
size_t size = ifs.tellg();
mindspore::MSTensor image("file", mindspore::DataType::kNumberTypeUInt8, {static_cast<int64_t>(size)}, nullptr, size);
ifs.seekg(0, std::ios::beg);
ifs.read(reinterpret_cast<char *>(image.MutableData()), size);
ifs.close();
auto decode = Decode();
auto executor = Execute(decode);
executor(image, &image);
constexpr int32_t image_h = 0;
constexpr int32_t image_w = 1;
constexpr int32_t image_c = 2;
LiteMat lite_mat_rgb(image.Shape()[image_w], image.Shape()[image_h], image.Shape()[image_c],
const_cast<void *>(image.Data().get()), LDataType::UINT8);
std::cout << "lite_mat_rgb: height=" << lite_mat_rgb.height_ << ", width=" << lite_mat_rgb.width_ << std::endl;
LiteMat lite_mat_resize;
constexpr int32_t target_size = 256;
ResizeBilinear(lite_mat_rgb, lite_mat_resize, target_size, target_size);
std::cout << "lite_mat_resize: height=" << lite_mat_resize.height_ << ", width=" << lite_mat_resize.width_
<< std::endl;
LiteMat lite_mat_pad;
constexpr int32_t pad_top = 30;
constexpr int32_t pad_bottom = 30;
constexpr int32_t pad_left = 10;
constexpr int32_t pad_right = 10;
constexpr int32_t pad_color = 255;
Pad(lite_mat_resize, lite_mat_pad, pad_top, pad_bottom, pad_left, pad_right, PaddBorderType::PADD_BORDER_CONSTANT,
pad_color, pad_color, pad_color);
std::cout << "lite_mat_pad: height=" << lite_mat_pad.height_ << ", width=" << lite_mat_pad.width_ << std::endl;
}