/*M/////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2013, OpenCV Foundation, all rights reserved. // Copyright (C) 2017, Intel Corporation, all rights reserved. // Third party copyrights are property of their respective owners. // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors "as is" and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Intel Corporation or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // //M*/ #include "../precomp.hpp" #include "layers_common.hpp" namespace cv { namespace dnn { class CropLayerImpl CV_FINAL : public CropLayer { public: CropLayerImpl(const LayerParams& params) { setParamsFrom(params); startAxis = params.get("axis", 2); const DictValue *paramOffset = params.ptr("offset"); if (paramOffset) { for (int i = 0; i < paramOffset->size(); i++) offset.push_back(paramOffset->get(i)); } } bool getMemoryShapes(const std::vector &inputs, const int requiredOutputs, std::vector &outputs, std::vector &internals) const CV_OVERRIDE { CV_Assert(inputs.size() == 2); MatShape dstShape = inputs[0]; int start = clamp(startAxis, dstShape); for (int i = start; i < dstShape.size(); i++) { dstShape[i] = inputs[1][i]; } outputs.resize(1, dstShape); return false; } void finalize(const std::vector &inputs, std::vector &outputs) CV_OVERRIDE { CV_Assert(2 == inputs.size()); const Mat &inpBlob = *inputs[0]; const Mat &inpSzBlob = *inputs[1]; int dims = inpBlob.dims; int start_axis = clamp(startAxis, dims); std::vector offset_final(dims, 0); if (offset.size() == 1) { for (int i = start_axis; i < dims; i++) offset_final[i] = offset[0]; } else if (offset.size() > 1) { if ((int)offset.size() != dims - start_axis) CV_Error(Error::StsBadArg, "number of offset values specified must be " "equal to the number of dimensions following axis."); for (int i = start_axis; i < dims; i++) offset_final[i] = offset[i - start_axis]; } crop_ranges.resize(dims, Range::all()); for (int i = start_axis; i < dims; i++) { if (offset_final[i] < 0 || offset_final[i] + inpSzBlob.size[i] > inpBlob.size[i]) CV_Error(Error::StsBadArg, "invalid crop parameters or blob sizes"); crop_ranges[i] = Range(offset_final[i], offset_final[i] + inpSzBlob.size[i]); } } void forward(InputArrayOfArrays inputs_arr, OutputArrayOfArrays outputs_arr, OutputArrayOfArrays internals_arr) CV_OVERRIDE { CV_TRACE_FUNCTION(); CV_TRACE_ARG_VALUE(name, "name", name.c_str()); Layer::forward_fallback(inputs_arr, outputs_arr, internals_arr); } void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) CV_OVERRIDE { CV_TRACE_FUNCTION(); CV_TRACE_ARG_VALUE(name, "name", name.c_str()); Mat &input = *inputs[0]; Mat &output = outputs[0]; input(&crop_ranges[0]).copyTo(output); } std::vector crop_ranges; }; Ptr CropLayer::create(const LayerParams& params) { return Ptr(new CropLayerImpl(params)); } } }