Merge pull request #8616 from vpisarev:dnn4

modules/core/include/opencv2/core/cvstd.inl.hpp

@@ -270,6 +270,17 @@ std::ostream& operator << (std::ostream& out, const Rect_<_Tp>& rect)
     return out << "[" << rect.width << " x " << rect.height << " from (" << rect.x << ", " << rect.y << ")]";
 }
 
+static inline std::ostream& operator << (std::ostream& out, const MatSize& msize)
+{
+    int i, dims = msize.p[-1];
+    for( i = 0; i < dims; i++ )
+    {
+        out << msize.p[i];
+        if( i < dims-1 )
+            out << " x ";
+    }
+    return out;
+}
 
 #endif // OPENCV_NOSTL
 } // cv

modules/core/include/opencv2/core/mat.hpp

@@ -1243,6 +1243,9 @@ public:
     /** @overload */
     Mat reshape(int cn, int newndims, const int* newsz) const;
 
+    /** @overload */
+    Mat reshape(int cn, const std::vector<int>& newshape) const;
+
     /** @brief Transposes a matrix.
 
     The method performs matrix transposition by means of matrix expressions. It does not perform the
@@ -1749,6 +1752,12 @@ public:
      */
     size_t total() const;
 
+    /** @brief Returns the total number of array elements.
+
+     The method returns the number of elements within a certain sub-array slice with startDim <= dim < endDim
+     */
+    size_t total(int startDim, int endDim=INT_MAX) const;
+
     //! returns N if the matrix is 1-channel (N x ptdim) or ptdim-channel (1 x N) or (N x 1); negative number otherwise
     int checkVector(int elemChannels, int depth=-1, bool requireContinuous=true) const;
 

modules/core/include/opencv2/core/mat.inl.hpp

@@ -878,6 +878,17 @@ size_t Mat::total() const
     return p;
 }
 
+inline
+size_t Mat::total(int startDim, int endDim) const
+{
+    CV_Assert( 0 <= startDim && startDim <= endDim);
+    size_t p = 1;
+    int endDim_ = endDim <= dims ? endDim : dims;
+    for( int i = startDim; i < endDim_; i++ )
+        p *= size[i];
+    return p;
+}
+
 inline
 uchar* Mat::ptr(int y)
 {