diff options
Diffstat (limited to 'python/openvino/runtime/common/format_reader/opencv_wrapper.cpp')
| -rw-r--r-- | python/openvino/runtime/common/format_reader/opencv_wrapper.cpp | 83 |
1 files changed, 83 insertions, 0 deletions
diff --git a/python/openvino/runtime/common/format_reader/opencv_wrapper.cpp b/python/openvino/runtime/common/format_reader/opencv_wrapper.cpp new file mode 100644 index 0000000..b8ebeef --- /dev/null +++ b/python/openvino/runtime/common/format_reader/opencv_wrapper.cpp @@ -0,0 +1,83 @@ +// Copyright (C) 2018-2022 Intel Corporation +// SPDX-License-Identifier: Apache-2.0 +// + +#ifdef USE_OPENCV +# include <fstream> +# include <iostream> + +// clang-format off +# include <opencv2/opencv.hpp> + +# include "samples/slog.hpp" +# include "opencv_wrapper.h" +// clang-format on + +using namespace std; +using namespace FormatReader; + +OCVReader::OCVReader(const string& filename) { + img = cv::imread(filename); + _size = 0; + + if (img.empty()) { + return; + } + + _size = img.size().width * img.size().height * img.channels(); + _width = img.size().width; + _height = img.size().height; +} + +// Set the maximum number of printed warnings; large image directories can otherwise be overwhelming +static size_t resize_warning_count = 0; +const size_t max_resize_warnings = 5; + +std::shared_ptr<unsigned char> OCVReader::getData(size_t width = 0, size_t height = 0, ResizeType resize_type = ResizeType::RESIZE) { + if (width == 0) + width = img.cols; + + if (height == 0) + height = img.rows; + + size_t size = width * height * img.channels(); + _data.reset(new unsigned char[size], std::default_delete<unsigned char[]>()); + + if (width != static_cast<size_t>(img.cols) || height != static_cast<size_t>(img.rows)) { + if (resize_warning_count < max_resize_warnings) { + slog::warn << "Image is resized from (" << img.cols << ", " << img.rows << ") to (" << width << ", " << height + << ")" << slog::endl; + resize_warning_count++; + } else if (resize_warning_count == max_resize_warnings) { + slog::warn << "Additional image resizing messages have been suppressed." << slog::endl; + resize_warning_count++; + } + } + + cv::Mat resized; + if (resize_type == ResizeType::RESIZE) { + resized = cv::Mat(cv::Size(width, height), img.type(), _data.get()); + // cv::resize() just copy data to output image if sizes are the same + cv::resize(img, resized, cv::Size(width, height)); + } else if (resize_type == ResizeType::PAD_RESIZE) + { + cv::Mat padded; + // Find the larger side out of width and height of the image + int max_dim = std::max(img.rows, img.cols); + // Calculate padding for shorter dimension + int top = (max_dim - img.rows) / 2; + int bottom = (max_dim - img.rows + 1) / 2; + int left = (max_dim - img.cols) / 2; + int right = (max_dim - img.cols + 1) / 2; + // Add padding (0, i.e., black) to make the image a square + cv::copyMakeBorder(img, padded, top, bottom, left, right, cv::BORDER_CONSTANT, cv::Scalar()); + cv::resize(padded, resized, cv::Size(width, height)); + std::memcpy(_data.get(), resized.data, resized.total() * resized.elemSize()); + } else { + slog::err << "Specified resize type is not implemented." << slog::endl; + std::exit(1); + } + + return _data; +} +#endif |
