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Merge pull request #14301 from l-bat:conv3d

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Support Convolution3D layer on IE backend (#14301)

* Add Convolution3D layer

* Disable CXX11

* Fixed tests

* Add Pooling3D layer

* Merge Conv2d with Conv3d and Pool2d with Pool3d layers

* Split pads

* Add Deconvolution layer

* Refactoring

* Deduplication

* Refactoring

* Add utils for Convolution and Pooling layers
This commit is contained in:
Lubov Batanina
2019-04-30 17:08:17 +03:00
committed by Alexander Alekhin
parent 3bcbd2a078
commit 77fa59c3da
10 changed files with 412 additions and 289 deletions
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modules/dnn/include/opencv2/dnn/all_layers.hpp
+8 -4
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@@ -210,7 +210,10 @@ CV__DNN_EXPERIMENTAL_NS_BEGIN
class CV_EXPORTS BaseConvolutionLayer : public Layer
{
public:
Size kernel, stride, pad, dilation, adjustPad;
CV_DEPRECATED_EXTERNAL Size kernel, stride, pad, dilation, adjustPad;
std::vector<size_t> adjust_pads;
std::vector<size_t> kernel_size, strides, dilations;
std::vector<size_t> pads_begin, pads_end;
String padMode;
int numOutput;
};
@@ -243,9 +246,10 @@ CV__DNN_EXPERIMENTAL_NS_BEGIN
{
public:
int type;
Size kernel, stride;
int pad_l, pad_t, pad_r, pad_b;
CV_DEPRECATED_EXTERNAL Size pad;
std::vector<size_t> kernel_size, strides;
std::vector<size_t> pads_begin, pads_end;
CV_DEPRECATED_EXTERNAL Size kernel, stride, pad;
CV_DEPRECATED_EXTERNAL int pad_l, pad_t, pad_r, pad_b;
bool globalPooling;
bool computeMaxIdx;
String padMode;