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Merge remote-tracking branch 'upstream/3.4' into merge-3.4

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pull/19821/head
Alexander Alekhin 4 years ago
parent 174753921d 5340dc6686
commit 3e1673e8b2
22 changed files with 1152 additions and 220 deletions
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  1. 17
      cmake/OpenCVFindIPP.cmake
  2. 4
      cmake/OpenCVModule.cmake
  3. 6
      doc/Doxyfile.in
  4. 324
      modules/core/include/opencv2/core/hal/intrin.hpp
  5. 741
      modules/core/include/opencv2/core/hal/intrin_cpp.hpp
  6. 3
      modules/core/src/arithm.cpp
  7. 23
      modules/core/src/mathfuncs_core.dispatch.cpp
  8. 8
      modules/core/src/matrix_transform.cpp
  9. 12
      modules/core/test/test_arithm.cpp
  10. 2
      modules/core/test/test_intrin_utils.hpp
  11. 10
      modules/core/test/test_operations.cpp
  12. 2
      modules/dnn/src/layers/convolution_layer.cpp
  13. 39
      modules/dnn/src/tensorflow/tf_importer.cpp
  14. 10
      modules/dnn/test/test_tf_importer.cpp
  15. 3
      modules/imgproc/test/ocl/test_imgproc.cpp
  16. 36
      modules/python/src2/cv2.cpp
  17. 47
      modules/python/src2/gen2.py
  18. 8
      modules/python/src2/hdr_parser.py
  19. 20
      modules/python/src2/pycompat.hpp
  20. 21
      modules/videoio/src/cap_avfoundation.mm
  21. 22
      modules/videoio/src/cap_avfoundation_mac.mm
  22. 12
      modules/videoio/src/cap_mjpeg_encoder.cpp

17
cmake/OpenCVFindIPP.cmake
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@ -143,10 +143,25 @@ macro(ipp_detect_version)
list(APPEND IPP_LIBRARIES ${IPP_LIBRARY_DIR}/${IPP_LIB_PREFIX}${IPP_PREFIX}${name}${IPP_SUFFIX}${IPP_LIB_SUFFIX})
else ()
add_library(ipp${name} STATIC IMPORTED)
set(_filename "${IPP_LIB_PREFIX}${IPP_PREFIX}${name}${IPP_SUFFIX}${IPP_LIB_SUFFIX}")
set_target_properties(ipp${name} PROPERTIES
IMPORTED_LINK_INTERFACE_LIBRARIES ""
IMPORTED_LOCATION ${IPP_LIBRARY_DIR}/${IPP_LIB_PREFIX}${IPP_PREFIX}${name}${IPP_SUFFIX}${IPP_LIB_SUFFIX}
IMPORTED_LOCATION ${IPP_LIBRARY_DIR}/${_filename}
)
if("${name}" STREQUAL "core") # https://github.com/opencv/opencv/pull/19681
if(OPENCV_FORCE_IPP_EXCLUDE_LIBS OR OPENCV_FORCE_IPP_EXCLUDE_LIBS_CORE
OR (UNIX AND NOT ANDROID AND NOT APPLE
AND (CMAKE_CXX_COMPILER_ID MATCHES "GNU" OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
)
AND NOT OPENCV_SKIP_IPP_EXCLUDE_LIBS_CORE
)
if(CMAKE_VERSION VERSION_LESS "3.13.0")
set(CMAKE_SHARED_LINKER_FLAGS "-Wl,--exclude-libs,${_filename} ${CMAKE_SHARED_LINKER_FLAGS}")
else()
target_link_options(ipp${name} INTERFACE "LINKER:--exclude-libs,${_filename}")
endif()
endif()
endif()
list(APPEND IPP_LIBRARIES ipp${name})
if (NOT BUILD_SHARED_LIBS AND (HAVE_IPP_ICV OR ";${OPENCV_INSTALL_EXTERNAL_DEPENDENCIES};" MATCHES ";ipp;"))
# CMake doesn't support "install(TARGETS ${IPP_PREFIX}${name} " command with imported targets

4
cmake/OpenCVModule.cmake
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@ -879,7 +879,9 @@ endmacro()
macro(_ocv_create_module)
ocv_compiler_optimization_process_sources(OPENCV_MODULE_${the_module}_SOURCES OPENCV_MODULE_${the_module}_DEPS_EXT ${the_module})
set(OPENCV_MODULE_${the_module}_HEADERS ${OPENCV_MODULE_${the_module}_HEADERS} CACHE INTERNAL "List of header files for ${the_module}")
set(__module_headers ${OPENCV_MODULE_${the_module}_HEADERS})
list(SORT __module_headers) # fix headers order, useful for bindings
set(OPENCV_MODULE_${the_module}_HEADERS ${__module_headers} CACHE INTERNAL "List of header files for ${the_module}")
set(OPENCV_MODULE_${the_module}_SOURCES ${OPENCV_MODULE_${the_module}_SOURCES} CACHE INTERNAL "List of source files for ${the_module}")
# The condition we ought to be testing here is whether ocv_add_precompiled_headers will

6
doc/Doxyfile.in
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@ -255,6 +255,12 @@ PREDEFINED = __cplusplus=1 \
CV_DEFAULT(x)=" = x" \
CV_NEON=1 \
CV_SSE2=1 \
CV_SIMD128=1 \
CV_SIMD256=1 \
CV_SIMD512=1 \
CV_SIMD128_64F=1 \
CV_SIMD256_64F=1 \
CV_SIMD512_64F=1 \
CV__DEBUG_NS_BEGIN= \
CV__DEBUG_NS_END= \
CV_DEPRECATED_EXTERNAL= \

324
modules/core/include/opencv2/core/hal/intrin.hpp
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@ -104,7 +104,7 @@ template<typename _Tp> struct V_TypeTraits
{
};
#define CV_INTRIN_DEF_TYPE_TRAITS(type, int_type_, uint_type_, abs_type_, w_type_, q_type_, sum_type_, nlanes128_) \
#define CV_INTRIN_DEF_TYPE_TRAITS(type, int_type_, uint_type_, abs_type_, w_type_, q_type_, sum_type_) \
template<> struct V_TypeTraits<type> \
{ \
typedef type value_type; \
@ -114,7 +114,6 @@ template<typename _Tp> struct V_TypeTraits
typedef w_type_ w_type; \
typedef q_type_ q_type; \
typedef sum_type_ sum_type; \
enum { nlanes128 = nlanes128_ }; \
\
static inline int_type reinterpret_int(type x) \
{ \
@ -131,7 +130,7 @@ template<typename _Tp> struct V_TypeTraits
} \
}
#define CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(type, int_type_, uint_type_, abs_type_, w_type_, sum_type_, nlanes128_) \
#define CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(type, int_type_, uint_type_, abs_type_, w_type_, sum_type_) \
template<> struct V_TypeTraits<type> \
{ \
typedef type value_type; \
@ -140,7 +139,6 @@ template<typename _Tp> struct V_TypeTraits
typedef uint_type_ uint_type; \
typedef w_type_ w_type; \
typedef sum_type_ sum_type; \
enum { nlanes128 = nlanes128_ }; \
\
static inline int_type reinterpret_int(type x) \
{ \
@ -157,16 +155,16 @@ template<typename _Tp> struct V_TypeTraits
} \
}
CV_INTRIN_DEF_TYPE_TRAITS(uchar, schar, uchar, uchar, ushort, unsigned, unsigned, 16);
CV_INTRIN_DEF_TYPE_TRAITS(schar, schar, uchar, uchar, short, int, int, 16);
CV_INTRIN_DEF_TYPE_TRAITS(ushort, short, ushort, ushort, unsigned, uint64, unsigned, 8);
CV_INTRIN_DEF_TYPE_TRAITS(short, short, ushort, ushort, int, int64, int, 8);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(unsigned, int, unsigned, unsigned, uint64, unsigned, 4);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(int, int, unsigned, unsigned, int64, int, 4);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(float, int, unsigned, float, double, float, 4);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(uint64, int64, uint64, uint64, void, uint64, 2);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(int64, int64, uint64, uint64, void, int64, 2);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(double, int64, uint64, double, void, double, 2);
CV_INTRIN_DEF_TYPE_TRAITS(uchar, schar, uchar, uchar, ushort, unsigned, unsigned);
CV_INTRIN_DEF_TYPE_TRAITS(schar, schar, uchar, uchar, short, int, int);
CV_INTRIN_DEF_TYPE_TRAITS(ushort, short, ushort, ushort, unsigned, uint64, unsigned);
CV_INTRIN_DEF_TYPE_TRAITS(short, short, ushort, ushort, int, int64, int);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(unsigned, int, unsigned, unsigned, uint64, unsigned);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(int, int, unsigned, unsigned, int64, int);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(float, int, unsigned, float, double, float);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(uint64, int64, uint64, uint64, void, uint64);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(int64, int64, uint64, uint64, void, int64);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(double, int64, uint64, double, void, double);
#ifndef CV_DOXYGEN
@ -314,54 +312,6 @@ CV_CPU_OPTIMIZATION_HAL_NAMESPACE_BEGIN
//==================================================================================================
#define CV_INTRIN_DEFINE_WIDE_INTRIN(typ, vtyp, short_typ, prefix, loadsfx) \
inline vtyp vx_setall_##short_typ(typ v) { return prefix##_setall_##short_typ(v); } \
inline vtyp vx_setzero_##short_typ() { return prefix##_setzero_##short_typ(); } \
inline vtyp vx_##loadsfx(const typ* ptr) { return prefix##_##loadsfx(ptr); } \
inline vtyp vx_##loadsfx##_aligned(const typ* ptr) { return prefix##_##loadsfx##_aligned(ptr); } \
inline vtyp vx_##loadsfx##_low(const typ* ptr) { return prefix##_##loadsfx##_low(ptr); } \
inline vtyp vx_##loadsfx##_halves(const typ* ptr0, const typ* ptr1) { return prefix##_##loadsfx##_halves(ptr0, ptr1); } \
inline void vx_store(typ* ptr, const vtyp& v) { return v_store(ptr, v); } \
inline void vx_store_aligned(typ* ptr, const vtyp& v) { return v_store_aligned(ptr, v); } \
inline vtyp vx_lut(const typ* ptr, const int* idx) { return prefix##_lut(ptr, idx); } \
inline vtyp vx_lut_pairs(const typ* ptr, const int* idx) { return prefix##_lut_pairs(ptr, idx); }
#define CV_INTRIN_DEFINE_WIDE_LUT_QUAD(typ, vtyp, prefix) \
inline vtyp vx_lut_quads(const typ* ptr, const int* idx) { return prefix##_lut_quads(ptr, idx); }
#define CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND(typ, wtyp, prefix) \
inline wtyp vx_load_expand(const typ* ptr) { return prefix##_load_expand(ptr); }
#define CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND_Q(typ, qtyp, prefix) \
inline qtyp vx_load_expand_q(const typ* ptr) { return prefix##_load_expand_q(ptr); }
#define CV_INTRIN_DEFINE_WIDE_INTRIN_WITH_EXPAND(typ, vtyp, short_typ, wtyp, qtyp, prefix, loadsfx) \
CV_INTRIN_DEFINE_WIDE_INTRIN(typ, vtyp, short_typ, prefix, loadsfx) \
CV_INTRIN_DEFINE_WIDE_LUT_QUAD(typ, vtyp, prefix) \
CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND(typ, wtyp, prefix) \
CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND_Q(typ, qtyp, prefix)
#define CV_INTRIN_DEFINE_WIDE_INTRIN_ALL_TYPES(prefix) \
CV_INTRIN_DEFINE_WIDE_INTRIN_WITH_EXPAND(uchar, v_uint8, u8, v_uint16, v_uint32, prefix, load) \
CV_INTRIN_DEFINE_WIDE_INTRIN_WITH_EXPAND(schar, v_int8, s8, v_int16, v_int32, prefix, load) \
CV_INTRIN_DEFINE_WIDE_INTRIN(ushort, v_uint16, u16, prefix, load) \
CV_INTRIN_DEFINE_WIDE_LUT_QUAD(ushort, v_uint16, prefix) \
CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND(ushort, v_uint32, prefix) \
CV_INTRIN_DEFINE_WIDE_INTRIN(short, v_int16, s16, prefix, load) \
CV_INTRIN_DEFINE_WIDE_LUT_QUAD(short, v_int16, prefix) \
CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND(short, v_int32, prefix) \
CV_INTRIN_DEFINE_WIDE_INTRIN(int, v_int32, s32, prefix, load) \
CV_INTRIN_DEFINE_WIDE_LUT_QUAD(int, v_int32, prefix) \
CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND(int, v_int64, prefix) \
CV_INTRIN_DEFINE_WIDE_INTRIN(unsigned, v_uint32, u32, prefix, load) \
CV_INTRIN_DEFINE_WIDE_LUT_QUAD(unsigned, v_uint32, prefix) \
CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND(unsigned, v_uint64, prefix) \
CV_INTRIN_DEFINE_WIDE_INTRIN(float, v_float32, f32, prefix, load) \
CV_INTRIN_DEFINE_WIDE_LUT_QUAD(float, v_float32, prefix) \
CV_INTRIN_DEFINE_WIDE_INTRIN(int64, v_int64, s64, prefix, load) \
CV_INTRIN_DEFINE_WIDE_INTRIN(uint64, v_uint64, u64, prefix, load) \
CV_INTRIN_DEFINE_WIDE_LOAD_EXPAND(float16_t, v_float32, prefix)
template<typename _Tp> struct V_RegTraits
{
};
@ -421,6 +371,7 @@ template<typename _Tp> struct V_RegTraits
CV_DEF_REG_TRAITS(v512, v_int64x8, int64, s64, v_uint64x8, void, void, v_int64x8, void);
CV_DEF_REG_TRAITS(v512, v_float64x8, double, f64, v_float64x8, void, void, v_int64x8, v_int32x16);
#endif
//! @endcond
#if CV_SIMD512 && (!defined(CV__SIMD_FORCE_WIDTH) || CV__SIMD_FORCE_WIDTH == 512)
#define CV__SIMD_NAMESPACE simd512
@ -429,21 +380,33 @@ namespace CV__SIMD_NAMESPACE {
#define CV_SIMD_64F CV_SIMD512_64F
#define CV_SIMD_FP16 CV_SIMD512_FP16
#define CV_SIMD_WIDTH 64
//! @addtogroup core_hal_intrin
//! @{
//! @brief Maximum available vector register capacity 8-bit unsigned integer values
typedef v_uint8x64 v_uint8;
//! @brief Maximum available vector register capacity 8-bit signed integer values
typedef v_int8x64 v_int8;
//! @brief Maximum available vector register capacity 16-bit unsigned integer values
typedef v_uint16x32 v_uint16;
//! @brief Maximum available vector register capacity 16-bit signed integer values
typedef v_int16x32 v_int16;
//! @brief Maximum available vector register capacity 32-bit unsigned integer values
typedef v_uint32x16 v_uint32;
//! @brief Maximum available vector register capacity 32-bit signed integer values
typedef v_int32x16 v_int32;
//! @brief Maximum available vector register capacity 64-bit unsigned integer values
typedef v_uint64x8 v_uint64;
//! @brief Maximum available vector register capacity 64-bit signed integer values
typedef v_int64x8 v_int64;
//! @brief Maximum available vector register capacity 32-bit floating point values (single precision)
typedef v_float32x16 v_float32;
CV_INTRIN_DEFINE_WIDE_INTRIN_ALL_TYPES(v512)
#if CV_SIMD512_64F
#if CV_SIMD512_64F
//! @brief Maximum available vector register capacity 64-bit floating point values (double precision)
typedef v_float64x8 v_float64;
CV_INTRIN_DEFINE_WIDE_INTRIN(double, v_float64, f64, v512, load)
#endif
inline void vx_cleanup() { v512_cleanup(); }
#endif
//! @}
#define VXPREFIX(func) v512##func
} // namespace
using namespace CV__SIMD_NAMESPACE;
#elif CV_SIMD256 && (!defined(CV__SIMD_FORCE_WIDTH) || CV__SIMD_FORCE_WIDTH == 256)
@ -453,21 +416,33 @@ namespace CV__SIMD_NAMESPACE {
#define CV_SIMD_64F CV_SIMD256_64F
#define CV_SIMD_FP16 CV_SIMD256_FP16
#define CV_SIMD_WIDTH 32
//! @addtogroup core_hal_intrin
//! @{
//! @brief Maximum available vector register capacity 8-bit unsigned integer values
typedef v_uint8x32 v_uint8;
//! @brief Maximum available vector register capacity 8-bit signed integer values
typedef v_int8x32 v_int8;
//! @brief Maximum available vector register capacity 16-bit unsigned integer values
typedef v_uint16x16 v_uint16;
//! @brief Maximum available vector register capacity 16-bit signed integer values
typedef v_int16x16 v_int16;
//! @brief Maximum available vector register capacity 32-bit unsigned integer values
typedef v_uint32x8 v_uint32;
//! @brief Maximum available vector register capacity 32-bit signed integer values
typedef v_int32x8 v_int32;
//! @brief Maximum available vector register capacity 64-bit unsigned integer values
typedef v_uint64x4 v_uint64;
//! @brief Maximum available vector register capacity 64-bit signed integer values
typedef v_int64x4 v_int64;
//! @brief Maximum available vector register capacity 32-bit floating point values (single precision)
typedef v_float32x8 v_float32;
CV_INTRIN_DEFINE_WIDE_INTRIN_ALL_TYPES(v256)
#if CV_SIMD256_64F
//! @brief Maximum available vector register capacity 64-bit floating point values (double precision)
typedef v_float64x4 v_float64;
CV_INTRIN_DEFINE_WIDE_INTRIN(double, v_float64, f64, v256, load)
#endif
inline void vx_cleanup() { v256_cleanup(); }
//! @}
#define VXPREFIX(func) v256##func
} // namespace
using namespace CV__SIMD_NAMESPACE;
#elif (CV_SIMD128 || CV_SIMD128_CPP) && (!defined(CV__SIMD_FORCE_WIDTH) || CV__SIMD_FORCE_WIDTH == 128)
@ -480,25 +455,228 @@ namespace CV__SIMD_NAMESPACE {
#define CV_SIMD CV_SIMD128
#define CV_SIMD_64F CV_SIMD128_64F
#define CV_SIMD_WIDTH 16
//! @addtogroup core_hal_intrin
//! @{
//! @brief Maximum available vector register capacity 8-bit unsigned integer values
typedef v_uint8x16 v_uint8;
//! @brief Maximum available vector register capacity 8-bit signed integer values
typedef v_int8x16 v_int8;
//! @brief Maximum available vector register capacity 16-bit unsigned integer values
typedef v_uint16x8 v_uint16;
//! @brief Maximum available vector register capacity 16-bit signed integer values
typedef v_int16x8 v_int16;
//! @brief Maximum available vector register capacity 32-bit unsigned integer values
typedef v_uint32x4 v_uint32;
//! @brief Maximum available vector register capacity 32-bit signed integer values
typedef v_int32x4 v_int32;
//! @brief Maximum available vector register capacity 64-bit unsigned integer values
typedef v_uint64x2 v_uint64;
//! @brief Maximum available vector register capacity 64-bit signed integer values
typedef v_int64x2 v_int64;
//! @brief Maximum available vector register capacity 32-bit floating point values (single precision)
typedef v_float32x4 v_float32;
CV_INTRIN_DEFINE_WIDE_INTRIN_ALL_TYPES(v)
#if CV_SIMD128_64F
//! @brief Maximum available vector register capacity 64-bit floating point values (double precision)
typedef v_float64x2 v_float64;
CV_INTRIN_DEFINE_WIDE_INTRIN(double, v_float64, f64, v, load)
#endif
inline void vx_cleanup() { v_cleanup(); }
//! @}
#define VXPREFIX(func) v##func
} // namespace
using namespace CV__SIMD_NAMESPACE;
#endif
namespace CV__SIMD_NAMESPACE {
//! @addtogroup core_hal_intrin
//! @{
//! @name Wide init with value
//! @{
//! @brief Create maximum available capacity vector with elements set to a specific value
inline v_uint8 vx_setall_u8(uchar v) { return VXPREFIX(_setall_u8)(v); }
inline v_int8 vx_setall_s8(schar v) { return VXPREFIX(_setall_s8)(v); }
inline v_uint16 vx_setall_u16(ushort v) { return VXPREFIX(_setall_u16)(v); }
inline v_int16 vx_setall_s16(short v) { return VXPREFIX(_setall_s16)(v); }
inline v_int32 vx_setall_s32(int v) { return VXPREFIX(_setall_s32)(v); }
inline v_uint32 vx_setall_u32(unsigned v) { return VXPREFIX(_setall_u32)(v); }
inline v_float32 vx_setall_f32(float v) { return VXPREFIX(_setall_f32)(v); }
inline v_int64 vx_setall_s64(int64 v) { return VXPREFIX(_setall_s64)(v); }
inline v_uint64 vx_setall_u64(uint64 v) { return VXPREFIX(_setall_u64)(v); }
#if CV_SIMD_64F
inline v_float64 vx_setall_f64(double v) { return VXPREFIX(_setall_f64)(v); }
#endif
//! @}
//! @name Wide init with zero
//! @{
//! @brief Create maximum available capacity vector with elements set to zero
inline v_uint8 vx_setzero_u8() { return VXPREFIX(_setzero_u8)(); }
inline v_int8 vx_setzero_s8() { return VXPREFIX(_setzero_s8)(); }
inline v_uint16 vx_setzero_u16() { return VXPREFIX(_setzero_u16)(); }
inline v_int16 vx_setzero_s16() { return VXPREFIX(_setzero_s16)(); }
inline v_int32 vx_setzero_s32() { return VXPREFIX(_setzero_s32)(); }
inline v_uint32 vx_setzero_u32() { return VXPREFIX(_setzero_u32)(); }
inline v_float32 vx_setzero_f32() { return VXPREFIX(_setzero_f32)(); }
inline v_int64 vx_setzero_s64() { return VXPREFIX(_setzero_s64)(); }
inline v_uint64 vx_setzero_u64() { return VXPREFIX(_setzero_u64)(); }
#if CV_SIMD_64F
inline v_float64 vx_setzero_f64() { return VXPREFIX(_setzero_f64)(); }
#endif
//! @}
//! @name Wide load from memory
//! @{
//! @brief Load maximum available capacity register contents from memory
inline v_uint8 vx_load(const uchar * ptr) { return VXPREFIX(_load)(ptr); }
inline v_int8 vx_load(const schar * ptr) { return VXPREFIX(_load)(ptr); }
inline v_uint16 vx_load(const ushort * ptr) { return VXPREFIX(_load)(ptr); }
inline v_int16 vx_load(const short * ptr) { return VXPREFIX(_load)(ptr); }
inline v_int32 vx_load(const int * ptr) { return VXPREFIX(_load)(ptr); }
inline v_uint32 vx_load(const unsigned * ptr) { return VXPREFIX(_load)(ptr); }
inline v_float32 vx_load(const float * ptr) { return VXPREFIX(_load)(ptr); }
inline v_int64 vx_load(const int64 * ptr) { return VXPREFIX(_load)(ptr); }
inline v_uint64 vx_load(const uint64 * ptr) { return VXPREFIX(_load)(ptr); }
#if CV_SIMD_64F
inline v_float64 vx_load(const double * ptr) { return VXPREFIX(_load)(ptr); }
#endif
//! @}
//! @name Wide load from memory(aligned)
//! @{
//! @brief Load maximum available capacity register contents from memory(aligned)
inline v_uint8 vx_load_aligned(const uchar * ptr) { return VXPREFIX(_load_aligned)(ptr); }
inline v_int8 vx_load_aligned(const schar * ptr) { return VXPREFIX(_load_aligned)(ptr); }
inline v_uint16 vx_load_aligned(const ushort * ptr) { return VXPREFIX(_load_aligned)(ptr); }
inline v_int16 vx_load_aligned(const short * ptr) { return VXPREFIX(_load_aligned)(ptr); }
inline v_int32 vx_load_aligned(const int * ptr) { return VXPREFIX(_load_aligned)(ptr); }
inline v_uint32 vx_load_aligned(const unsigned * ptr) { return VXPREFIX(_load_aligned)(ptr); }
inline v_float32 vx_load_aligned(const float * ptr) { return VXPREFIX(_load_aligned)(ptr); }
inline v_int64 vx_load_aligned(const int64 * ptr) { return VXPREFIX(_load_aligned)(ptr); }
inline v_uint64 vx_load_aligned(const uint64 * ptr) { return VXPREFIX(_load_aligned)(ptr); }
#if CV_SIMD_64F
inline v_float64 vx_load_aligned(const double * ptr) { return VXPREFIX(_load_aligned)(ptr); }
#endif
//! @}
//! @name Wide load lower half from memory
//! @{
//! @brief Load lower half of maximum available capacity register from memory
inline v_uint8 vx_load_low(const uchar * ptr) { return VXPREFIX(_load_low)(ptr); }
inline v_int8 vx_load_low(const schar * ptr) { return VXPREFIX(_load_low)(ptr); }
inline v_uint16 vx_load_low(const ushort * ptr) { return VXPREFIX(_load_low)(ptr); }
inline v_int16 vx_load_low(const short * ptr) { return VXPREFIX(_load_low)(ptr); }
inline v_int32 vx_load_low(const int * ptr) { return VXPREFIX(_load_low)(ptr); }
inline v_uint32 vx_load_low(const unsigned * ptr) { return VXPREFIX(_load_low)(ptr); }
inline v_float32 vx_load_low(const float * ptr) { return VXPREFIX(_load_low)(ptr); }
inline v_int64 vx_load_low(const int64 * ptr) { return VXPREFIX(_load_low)(ptr); }
inline v_uint64 vx_load_low(const uint64 * ptr) { return VXPREFIX(_load_low)(ptr); }
#if CV_SIMD_64F
inline v_float64 vx_load_low(const double * ptr) { return VXPREFIX(_load_low)(ptr); }
#endif
//! @}
//! @name Wide load halfs from memory
//! @{
//! @brief Load maximum available capacity register contents from two memory blocks
inline v_uint8 vx_load_halves(const uchar * ptr0, const uchar * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
inline v_int8 vx_load_halves(const schar * ptr0, const schar * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
inline v_uint16 vx_load_halves(const ushort * ptr0, const ushort * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
inline v_int16 vx_load_halves(const short * ptr0, const short * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
inline v_int32 vx_load_halves(const int * ptr0, const int * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
inline v_uint32 vx_load_halves(const unsigned * ptr0, const unsigned * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
inline v_float32 vx_load_halves(const float * ptr0, const float * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
inline v_int64 vx_load_halves(const int64 * ptr0, const int64 * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
inline v_uint64 vx_load_halves(const uint64 * ptr0, const uint64 * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
#if CV_SIMD_64F
inline v_float64 vx_load_halves(const double * ptr0, const double * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
#endif
//! @}
//! @name Wide LUT of elements
//! @{
//! @brief Load maximum available capacity register contents with array elements by provided indexes
inline v_uint8 vx_lut(const uchar * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
inline v_int8 vx_lut(const schar * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
inline v_uint16 vx_lut(const ushort * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
inline v_int16 vx_lut(const short* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
inline v_int32 vx_lut(const int* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
inline v_uint32 vx_lut(const unsigned* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
inline v_float32 vx_lut(const float* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
inline v_int64 vx_lut(const int64 * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
inline v_uint64 vx_lut(const uint64 * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
#if CV_SIMD_64F
inline v_float64 vx_lut(const double* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
#endif
//! @}
//! @name Wide LUT of element pairs
//! @{
//! @brief Load maximum available capacity register contents with array element pairs by provided indexes
inline v_uint8 vx_lut_pairs(const uchar * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
inline v_int8 vx_lut_pairs(const schar * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
inline v_uint16 vx_lut_pairs(const ushort * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
inline v_int16 vx_lut_pairs(const short* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
inline v_int32 vx_lut_pairs(const int* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
inline v_uint32 vx_lut_pairs(const unsigned* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
inline v_float32 vx_lut_pairs(const float* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
inline v_int64 vx_lut_pairs(const int64 * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
inline v_uint64 vx_lut_pairs(const uint64 * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
#if CV_SIMD_64F
inline v_float64 vx_lut_pairs(const double* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
#endif
//! @}
//! @name Wide LUT of element quads
//! @{
//! @brief Load maximum available capacity register contents with array element quads by provided indexes
inline v_uint8 vx_lut_quads(const uchar* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
inline v_int8 vx_lut_quads(const schar* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
inline v_uint16 vx_lut_quads(const ushort* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
inline v_int16 vx_lut_quads(const short* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
inline v_int32 vx_lut_quads(const int* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
inline v_uint32 vx_lut_quads(const unsigned* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
inline v_float32 vx_lut_quads(const float* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
//! @}
//! @name Wide load with double expansion
//! @{
//! @brief Load maximum available capacity register contents from memory with double expand
inline v_uint16 vx_load_expand(const uchar * ptr) { return VXPREFIX(_load_expand)(ptr); }
inline v_int16 vx_load_expand(const schar * ptr) { return VXPREFIX(_load_expand)(ptr); }
inline v_uint32 vx_load_expand(const ushort * ptr) { return VXPREFIX(_load_expand)(ptr); }
inline v_int32 vx_load_expand(const short* ptr) { return VXPREFIX(_load_expand)(ptr); }
inline v_int64 vx_load_expand(const int* ptr) { return VXPREFIX(_load_expand)(ptr); }
inline v_uint64 vx_load_expand(const unsigned* ptr) { return VXPREFIX(_load_expand)(ptr); }
inline v_float32 vx_load_expand(const float16_t * ptr) { return VXPREFIX(_load_expand)(ptr); }
//! @}
//! @name Wide load with quad expansion
//! @{
//! @brief Load maximum available capacity register contents from memory with quad expand
inline v_uint32 vx_load_expand_q(const uchar * ptr) { return VXPREFIX(_load_expand_q)(ptr); }
inline v_int32 vx_load_expand_q(const schar * ptr) { return VXPREFIX(_load_expand_q)(ptr); }
//! @}
/** @brief SIMD processing state cleanup call */
inline void vx_cleanup() { VXPREFIX(_cleanup)(); }
//! @cond IGNORED
// backward compatibility
template<typename _Tp, typename _Tvec> static inline
void vx_store(_Tp* dst, const _Tvec& v) { return v_store(dst, v); }
// backward compatibility
template<typename _Tp, typename _Tvec> static inline
void vx_store_aligned(_Tp* dst, const _Tvec& v) { return v_store_aligned(dst, v); }
//! @endcond
//! @}
#undef VXPREFIX
} // namespace
//! @cond IGNORED
#ifndef CV_SIMD_64F
#define CV_SIMD_64F 0
#endif

741
modules/core/include/opencv2/core/hal/intrin_cpp.hpp
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3
modules/core/src/arithm.cpp
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@ -627,7 +627,8 @@ static void arithm_op(InputArray _src1, InputArray _src2, OutputArray _dst,
(kind1 == _InputArray::MATX && (sz1 == Size(1,4) || sz1 == Size(1,1))) ||
(kind2 == _InputArray::MATX && (sz2 == Size(1,4) || sz2 == Size(1,1))) )
{
if( checkScalar(*psrc1, type2, kind1, kind2) )
if ((type1 == CV_64F && (sz1.height == 1 || sz1.height == 4)) &&
checkScalar(*psrc1, type2, kind1, kind2))
{
// src1 is a scalar; swap it with src2
swap(psrc1, psrc2);

23
modules/core/src/mathfuncs_core.dispatch.cpp
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@ -7,6 +7,10 @@
#include "mathfuncs_core.simd.hpp"
#include "mathfuncs_core.simd_declarations.hpp" // defines CV_CPU_DISPATCH_MODES_ALL=AVX2,...,BASELINE based on CMakeLists.txt content
#define IPP_DISABLE_MAGNITUDE_32F 1 // accuracy: https://github.com/opencv/opencv/issues/19506
namespace cv { namespace hal {
///////////////////////////////////// ATAN2 ////////////////////////////////////
@ -44,8 +48,25 @@ void magnitude32f(const float* x, const float* y, float* mag, int len)
CV_INSTRUMENT_REGION();
CALL_HAL(magnitude32f, cv_hal_magnitude32f, x, y, mag, len);
#ifdef HAVE_IPP
bool allowIPP = true;
#ifdef IPP_DISABLE_MAGNITUDE_32F
if (cv::ipp::getIppTopFeatures() & (
#if IPP_VERSION_X100 >= 201700
ippCPUID_AVX512F |
#endif
ippCPUID_AVX2)
)
{
allowIPP = (len & 7) == 0;
}
#endif
// SSE42 performance issues
CV_IPP_RUN(IPP_VERSION_X100 > 201800 || cv::ipp::getIppTopFeatures() != ippCPUID_SSE42, CV_INSTRUMENT_FUN_IPP(ippsMagnitude_32f, x, y, mag, len) >= 0);
CV_IPP_RUN((IPP_VERSION_X100 > 201800 || cv::ipp::getIppTopFeatures() != ippCPUID_SSE42) && allowIPP,
CV_INSTRUMENT_FUN_IPP(ippsMagnitude_32f, x, y, mag, len) >= 0);
#endif
CV_CPU_DISPATCH(magnitude32f, (x, y, mag, len),
CV_CPU_DISPATCH_MODES_ALL);

8
modules/core/src/matrix_transform.cpp
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@ -536,8 +536,8 @@ flipVert( const uchar* src0, size_t sstep, uchar* dst0, size_t dstep, Size size,
{
v_int32 t0 = vx_load((int*)(src0 + i));
v_int32 t1 = vx_load((int*)(src1 + i));
vx_store((int*)(dst0 + i), t1);
vx_store((int*)(dst1 + i), t0);
v_store((int*)(dst0 + i), t1);
v_store((int*)(dst1 + i), t0);
}
}
#if CV_STRONG_ALIGNMENT
@ -547,8 +547,8 @@ flipVert( const uchar* src0, size_t sstep, uchar* dst0, size_t dstep, Size size,
{
v_uint8 t0 = vx_load(src0 + i);
v_uint8 t1 = vx_load(src1 + i);
vx_store(dst0 + i, t1);
vx_store(dst1 + i, t0);
v_store(dst0 + i, t1);
v_store(dst1 + i, t0);
}
}
#endif

12
modules/core/test/test_arithm.cpp
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@ -2456,4 +2456,16 @@ TEST(Core_MinMaxIdx, rows_overflow)
}
TEST(Core_Magnitude, regression_19506)
{
for (int N = 1; N <= 64; ++N)
{
Mat a(1, N, CV_32FC1, Scalar::all(1e-20));
Mat res;
magnitude(a, a, res);
EXPECT_LE(cvtest::norm(res, NORM_L1), 1e-15) << N;
}
}
}} // namespace

2
modules/core/test/test_intrin_utils.hpp
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@ -1466,7 +1466,7 @@ template<typename R> struct TheTest
R r1 = vx_load_expand((const cv::float16_t*)data.a.d);
R r2(r1);
EXPECT_EQ(1.0f, r1.get0());
vx_store(data_f32.a.d, r2);
v_store(data_f32.a.d, r2);
EXPECT_EQ(-2.0f, data_f32.a.d[R::nlanes - 1]);
out.a.clear();

10
modules/core/test/test_operations.cpp
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@ -1551,4 +1551,14 @@ TEST(Core_MatExpr, empty_check_15760)
EXPECT_THROW(Mat c = Mat().cross(Mat()), cv::Exception);
}
TEST(Core_Arithm, scalar_handling_19599) // https://github.com/opencv/opencv/issues/19599 (OpenCV 4.x+ only)
{
Mat a(1, 1, CV_32F, Scalar::all(1));
Mat b(4, 1, CV_64F, Scalar::all(1)); // MatExpr may convert Scalar to Mat
Mat c;
EXPECT_NO_THROW(cv::multiply(a, b, c));
EXPECT_EQ(1, c.cols);
EXPECT_EQ(1, c.rows);
}
}} // namespace

2
modules/dnn/src/layers/convolution_layer.cpp
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@ -1250,7 +1250,7 @@ public:
v20*vw20 + v21*vw21 + v22*vw22 + vbias;
if (relu)
vout = v_select(vout > z, vout, vout*vrc);
vx_store(outptr + out_j, vout);
v_store(outptr + out_j, vout);
}
}
#endif

39
modules/dnn/src/tensorflow/tf_importer.cpp
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@ -2360,12 +2360,9 @@ void TFImporter::parseNode(const tensorflow::NodeDef& layer_)
// To keep correct order after squeeze dims we first need to change layout from NCHW to NHWC
LayerParams permLP;
int order[] = {0, 2, 3, 1}; // From OpenCV's NCHW to NHWC.
permLP.set("order", DictValue::arrayInt<int*>(order, 4));
std::string permName = name + "/nchw";
CV_Assert(layer_id.find(permName) == layer_id.end());
int permId = dstNet.addLayer(permName, "Permute", permLP);
layer_id[permName] = permId;
connect(layer_id, dstNet, Pin(name), permId, 0);
Pin inpId = Pin(name);
addPermuteLayer(order, permName, inpId);
LayerParams squeezeLp;
std::string squeezeName = name + "/squeeze";
@ -2377,6 +2374,38 @@ void TFImporter::parseNode(const tensorflow::NodeDef& layer_)
connect(layer_id, dstNet, Pin(permName), squeezeId, 0);
}
}
else if (axis == 1)
{
int order[] = {0, 2, 3, 1}; // From OpenCV's NCHW to NHWC.
Pin inpId = parsePin(layer.input(0));
addPermuteLayer(order, name + "/nhwc", inpId);
layerParams.set("pool", type == "Mean" ? "ave" : "sum");
layerParams.set("kernel_h", 1);
layerParams.set("global_pooling_w", true);
int id = dstNet.addLayer(name, "Pooling", layerParams);
layer_id[name] = id;
connect(layer_id, dstNet, inpId, id, 0);
if (!keepDims)
{
LayerParams squeezeLp;
std::string squeezeName = name + "/squeeze";
CV_Assert(layer_id.find(squeezeName) == layer_id.end());
int channel_id = 3; // TF NHWC layout
squeezeLp.set("axis", channel_id - 1);
squeezeLp.set("end_axis", channel_id);
int squeezeId = dstNet.addLayer(squeezeName, "Flatten", squeezeLp);
layer_id[squeezeName] = squeezeId;
connect(layer_id, dstNet, Pin(name), squeezeId, 0);
}
else
{
int order[] = {0, 3, 1, 2}; // From NHWC to OpenCV's NCHW.
Pin inpId = parsePin(name);
addPermuteLayer(order, name + "/nchw", inpId);
}
}
} else {
if (indices.total() != 2 || indices.at<int>(0) != 1 || indices.at<int>(1) != 2)
CV_Error(Error::StsNotImplemented, "Unsupported mode of reduce_mean or reduce_sum operation.");

10
modules/dnn/test/test_tf_importer.cpp
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@ -135,6 +135,16 @@ TEST_P(Test_TensorFlow_layers, reduce_sum)
runTensorFlowNet("sum_pool_by_axis");
}
TEST_P(Test_TensorFlow_layers, reduce_sum_channel)
{
runTensorFlowNet("reduce_sum_channel");
}
TEST_P(Test_TensorFlow_layers, reduce_sum_channel_keep_dims)
{
runTensorFlowNet("reduce_sum_channel", false, 0.0, 0.0, false, "_keep_dims");
}
TEST_P(Test_TensorFlow_layers, conv_single_conv)
{
runTensorFlowNet("single_conv");

3
modules/imgproc/test/ocl/test_imgproc.cpp
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@ -234,7 +234,10 @@ OCL_TEST_P(CornerMinEigenVal, Mat)
OCL_OFF(cv::cornerMinEigenVal(src_roi, dst_roi, blockSize, apertureSize, borderType));
OCL_ON(cv::cornerMinEigenVal(usrc_roi, udst_roi, blockSize, apertureSize, borderType));
if (ocl::Device::getDefault().isIntel())
Near(1e-5, true);
else
Near(0.1, true); // using native_* OpenCL functions may lose accuracy
}
}

36
modules/python/src2/cv2.cpp
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@ -47,6 +47,7 @@
#define CV_HAS_CONVERSION_ERROR(x) (((x) == -1) && PyErr_Occurred())
static PyObject* opencv_error = NULL;
class ArgInfo
{
@ -69,14 +70,32 @@ struct PyOpenCV_Converter
//static inline PyObject* from(const T& src);
};
// exception-safe pyopencv_to
template<typename _Tp> static
bool pyopencv_to_safe(PyObject* obj, _Tp& value, const ArgInfo& info)
{
try
{
return pyopencv_to(obj, value, info);
}
catch (const std::exception &e)
{
PyErr_SetString(opencv_error, cv::format("Conversion error: %s, what: %s", info.name, e.what()).c_str());
return false;
}
catch (...)
{
PyErr_SetString(opencv_error, cv::format("Conversion error: %s", info.name).c_str());
return false;
}
}
template<typename T> static
bool pyopencv_to(PyObject* obj, T& p, const ArgInfo& info) { return PyOpenCV_Converter<T>::to(obj, p, info); }
template<typename T> static
PyObject* pyopencv_from(const T& src) { return PyOpenCV_Converter<T>::from(src); }
static PyObject* opencv_error = NULL;
static bool isPythonBindingsDebugEnabled()
{
static bool param_debug = cv::utils::getConfigurationParameterBool("OPENCV_PYTHON_DEBUG", false);
@ -214,6 +233,11 @@ catch (const std::exception &e) \
{ \
PyErr_SetString(opencv_error, e.what()); \
return 0; \
} \
catch (...) \
{ \
PyErr_SetString(opencv_error, "Unknown C++ exception from OpenCV code"); \
return 0; \
}
using namespace cv;
@ -2174,9 +2198,9 @@ static int convert_to_char(PyObject *o, char *dst, const ArgInfo& info)
#include "pyopencv_generated_enums.h"
#ifdef CVPY_DYNAMIC_INIT
#define CVPY_TYPE(NAME, STORAGE, SNAME, _1, _2) CVPY_TYPE_DECLARE_DYNAMIC(NAME, STORAGE, SNAME)
#define CVPY_TYPE(WNAME, NAME, STORAGE, SNAME, _1, _2) CVPY_TYPE_DECLARE_DYNAMIC(WNAME, NAME, STORAGE, SNAME)
#else
#define CVPY_TYPE(NAME, STORAGE, SNAME, _1, _2) CVPY_TYPE_DECLARE(NAME, STORAGE, SNAME)
#define CVPY_TYPE(WNAME, NAME, STORAGE, SNAME, _1, _2) CVPY_TYPE_DECLARE(WNAME, NAME, STORAGE, SNAME)
#endif
#include "pyopencv_generated_types.h"
#undef CVPY_TYPE
@ -2267,10 +2291,10 @@ static bool init_body(PyObject * m)
#undef CVPY_MODULE
#ifdef CVPY_DYNAMIC_INIT
#define CVPY_TYPE(NAME, _1, _2, BASE, CONSTRUCTOR) CVPY_TYPE_INIT_DYNAMIC(NAME, return false, BASE, CONSTRUCTOR)
#define CVPY_TYPE(WNAME, NAME, _1, _2, BASE, CONSTRUCTOR) CVPY_TYPE_INIT_DYNAMIC(WNAME, NAME, return false, BASE, CONSTRUCTOR)
PyObject * pyopencv_NoBase_TypePtr = NULL;
#else
#define CVPY_TYPE(NAME, _1, _2, BASE, CONSTRUCTOR) CVPY_TYPE_INIT_STATIC(NAME, return false, BASE, CONSTRUCTOR)
#define CVPY_TYPE(WNAME, NAME, _1, _2, BASE, CONSTRUCTOR) CVPY_TYPE_INIT_STATIC(WNAME, NAME, return false, BASE, CONSTRUCTOR)
PyTypeObject * pyopencv_NoBase_TypePtr = NULL;
#endif
#include "pyopencv_generated_types.h"

47
modules/python/src2/gen2.py
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@ -47,7 +47,7 @@ gen_template_func_body = Template("""$code_decl
gen_template_mappable = Template("""
{
${mappable} _src;
if (pyopencv_to(src, _src, info))
if (pyopencv_to_safe(src, _src, info))
{
return cv_mappable_to(_src, dst);
}
@ -91,7 +91,7 @@ gen_template_set_prop_from_map = Template("""
if( PyMapping_HasKeyString(src, (char*)"$propname") )
{
tmp = PyMapping_GetItemString(src, (char*)"$propname");
ok = tmp && pyopencv_to(tmp, dst.$propname, ArgInfo("$propname", false));
ok = tmp && pyopencv_to_safe(tmp, dst.$propname, ArgInfo("$propname", false));
Py_DECREF(tmp);
if(!ok) return false;
}""")
@ -145,7 +145,7 @@ static int pyopencv_${name}_set_${member}(pyopencv_${name}_t* p, PyObject *value
PyErr_SetString(PyExc_TypeError, "Cannot delete the ${member} attribute");
return -1;
}
return pyopencv_to(value, p->v${access}${member}, ArgInfo("value", false)) ? 0 : -1;
return pyopencv_to_safe(value, p->v${access}${member}, ArgInfo("value", false)) ? 0 : -1;
}
""")
@ -163,7 +163,7 @@ static int pyopencv_${name}_set_${member}(pyopencv_${name}_t* p, PyObject *value
failmsgp("Incorrect type of object (must be '${name}' or its derivative)");
return -1;
}
return pyopencv_to(value, _self_${access}${member}, ArgInfo("value", false)) ? 0 : -1;
return pyopencv_to_safe(value, _self_${access}${member}, ArgInfo("value", false)) ? 0 : -1;
}
""")
@ -266,7 +266,12 @@ class ClassInfo(object):
for m in decl[2]:
if m.startswith("="):
self.wname = m[1:]
wname = m[1:]
npos = name.rfind('.')
if npos >= 0:
self.wname = normalize_class_name(name[:npos] + '.' + wname)
else:
self.wname = wname
customname = True
elif m == "/Map":
self.ismap = True
@ -282,7 +287,7 @@ class ClassInfo(object):
code = "static bool pyopencv_to(PyObject* src, %s& dst, const ArgInfo& info)\n{\n PyObject* tmp;\n bool ok;\n" % (self.cname)
code += "".join([gen_template_set_prop_from_map.substitute(propname=p.name,proptype=p.tp) for p in self.props])
if self.base:
code += "\n return pyopencv_to(src, (%s&)dst, info);\n}\n" % all_classes[self.base].cname
code += "\n return pyopencv_to_safe(src, (%s&)dst, info);\n}\n" % all_classes[self.base].cname
else:
code += "\n return true;\n}\n"
return code
@ -345,7 +350,8 @@ class ClassInfo(object):
if self.constructor is not None:
constructor_name = self.constructor.get_wrapper_name()
return "CVPY_TYPE({}, {}, {}, {}, {});\n".format(
return "CVPY_TYPE({}, {}, {}, {}, {}, {});\n".format(
self.wname,
self.name,
self.cname if self.issimple else "Ptr<{}>".format(self.cname),
self.sname if self.issimple else "Ptr",
@ -668,7 +674,7 @@ class FuncInfo(object):
if a.tp == 'char':
code_cvt_list.append("convert_to_char(pyobj_%s, &%s, %s)" % (a.name, a.name, a.crepr()))
else:
code_cvt_list.append("pyopencv_to(pyobj_%s, %s, %s)" % (a.name, a.name, a.crepr()))
code_cvt_list.append("pyopencv_to_safe(pyobj_%s, %s, %s)" % (a.name, a.name, a.crepr()))
all_cargs.append([arg_type_info, parse_name])
@ -919,7 +925,7 @@ class PythonWrapperGenerator(object):
if classes:
classname = normalize_class_name('.'.join(namespace+classes))
bareclassname = classes[-1]
namespace = '.'.join(namespace)
namespace_str = '.'.join(namespace)
isconstructor = name == bareclassname
is_static = False
@ -944,23 +950,36 @@ class PythonWrapperGenerator(object):
if is_static:
# Add it as a method to the class
func_map = self.classes[classname].methods
func = func_map.setdefault(name, FuncInfo(classname, name, cname, isconstructor, namespace, is_static))
func = func_map.setdefault(name, FuncInfo(classname, name, cname, isconstructor, namespace_str, is_static))
func.add_variant(decl, isphantom)
# Add it as global function
g_name = "_".join(classes+[name])
func_map = self.namespaces.setdefault(namespace, Namespace()).funcs
func = func_map.setdefault(g_name, FuncInfo("", g_name, cname, isconstructor, namespace, False))
w_classes = []
for i in range(0, len(classes)):
classes_i = classes[:i+1]
classname_i = normalize_class_name('.'.join(namespace+classes_i))
w_classname = self.classes[classname_i].wname
namespace_prefix = normalize_class_name('.'.join(namespace)) + '_'
if w_classname.startswith(namespace_prefix):
w_classname = w_classname[len(namespace_prefix):]
w_classes.append(w_classname)
g_wname = "_".join(w_classes+[name])
func_map = self.namespaces.setdefault(namespace_str, Namespace()).funcs
func = func_map.setdefault(g_name, FuncInfo("", g_name, cname, isconstructor, namespace_str, False))
func.add_variant(decl, isphantom)
if g_wname != g_name: # TODO OpenCV 5.0
wfunc = func_map.setdefault(g_wname, FuncInfo("", g_wname, cname, isconstructor, namespace_str, False))
wfunc.add_variant(decl, isphantom)
else:
if classname and not isconstructor:
if not isphantom:
cname = barename
func_map = self.classes[classname].methods
else:
func_map = self.namespaces.setdefault(namespace, Namespace()).funcs
func_map = self.namespaces.setdefault(namespace_str, Namespace()).funcs
func = func_map.setdefault(name, FuncInfo(classname, name, cname, isconstructor, namespace, is_static))
func = func_map.setdefault(name, FuncInfo(classname, name, cname, isconstructor, namespace_str, is_static))
func.add_variant(decl, isphantom)
if classname and isconstructor:

8
modules/python/src2/hdr_parser.py
Unescape View File

@ -260,6 +260,8 @@ class CppHeaderParser(object):
l = l.replace("CV_EXPORTS_W_SIMPLE", "")
modlist.append("/Simple")
npos = l.find("CV_EXPORTS_AS")
if npos < 0:
npos = l.find('CV_WRAP_AS')
if npos >= 0:
macro_arg, npos3 = self.get_macro_arg(l, npos)
modlist.append("=" + macro_arg)
@ -842,7 +844,11 @@ class CppHeaderParser(object):
continue
state = SCAN
l = re.sub(r'//(.+)?', '', l).strip() # drop // comment
if l == '#if 0' or l == '#if defined(__OPENCV_BUILD)' or l == '#ifdef __OPENCV_BUILD':
if l in [
'#if 0',
'#if defined(__OPENCV_BUILD)', '#ifdef __OPENCV_BUILD',
'#if !defined(OPENCV_BINDING_PARSER)', '#ifndef OPENCV_BINDING_PARSER',
]:
state = DIRECTIVE_IF_0
depth_if_0 = 1
continue

20
modules/python/src2/pycompat.hpp
Unescape View File

@ -172,7 +172,7 @@ PyObject* pyopencv_from(const TYPE& src)
#endif
#define CVPY_TYPE_DECLARE(NAME, STORAGE, SNAME) \
#define CVPY_TYPE_DECLARE(WNAME, NAME, STORAGE, SNAME) \
struct pyopencv_##NAME##_t \
{ \
PyObject_HEAD \
@ -181,7 +181,7 @@ PyObject* pyopencv_from(const TYPE& src)
static PyTypeObject pyopencv_##NAME##_TypeXXX = \
{ \
CVPY_TYPE_HEAD \
MODULESTR"."#NAME, \
MODULESTR"."#WNAME, \
sizeof(pyopencv_##NAME##_t), \
}; \
static PyTypeObject * pyopencv_##NAME##_TypePtr = &pyopencv_##NAME##_TypeXXX; \
@ -208,12 +208,12 @@ PyObject* pyopencv_from(const TYPE& src)
static PyObject* pyopencv_##NAME##_repr(PyObject* self) \
{ \
char str[1000]; \
sprintf(str, "<"#NAME" %p>", self); \
sprintf(str, "<"#WNAME" %p>", self); \
return PyString_FromString(str); \
}
#define CVPY_TYPE_INIT_STATIC(NAME, ERROR_HANDLER, BASE, CONSTRUCTOR) \
#define CVPY_TYPE_INIT_STATIC(WNAME, NAME, ERROR_HANDLER, BASE, CONSTRUCTOR) \
{ \
pyopencv_##NAME##_TypePtr->tp_base = pyopencv_##BASE##_TypePtr; \
pyopencv_##NAME##_TypePtr->tp_dealloc = pyopencv_##NAME##_dealloc; \
@ -229,12 +229,12 @@ PyObject* pyopencv_from(const TYPE& src)
ERROR_HANDLER; \
} \
CVPY_TYPE_INCREF(pyopencv_##NAME##_TypePtr); \
PyModule_AddObject(m, #NAME, (PyObject *)pyopencv_##NAME##_TypePtr); \
PyModule_AddObject(m, #WNAME, (PyObject *)pyopencv_##NAME##_TypePtr); \
}
//==================================================================================================
#define CVPY_TYPE_DECLARE_DYNAMIC(NAME, STORAGE, SNAME) \
#define CVPY_TYPE_DECLARE_DYNAMIC(WNAME, NAME, STORAGE, SNAME) \
struct pyopencv_##NAME##_t \
{ \
PyObject_HEAD \
@ -264,7 +264,7 @@ PyObject* pyopencv_from(const TYPE& src)
static PyObject* pyopencv_##NAME##_repr(PyObject* self) \
{ \
char str[1000]; \
sprintf(str, "<"#NAME" %p>", self); \
sprintf(str, "<"#WNAME" %p>", self); \
return PyString_FromString(str); \
} \
static PyType_Slot pyopencv_##NAME##_Slots[] = \
@ -280,14 +280,14 @@ PyObject* pyopencv_from(const TYPE& src)
}; \
static PyType_Spec pyopencv_##NAME##_Spec = \
{ \
MODULESTR"."#NAME, \
MODULESTR"."#WNAME, \
sizeof(pyopencv_##NAME##_t), \
0, \
Py_TPFLAGS_DEFAULT | Py_TPFLAGS_BASETYPE, \
pyopencv_##NAME##_Slots \
};
#define CVPY_TYPE_INIT_DYNAMIC(NAME, ERROR_HANDLER, BASE, CONSTRUCTOR) \
#define CVPY_TYPE_INIT_DYNAMIC(WNAME, NAME, ERROR_HANDLER, BASE, CONSTRUCTOR) \
{ \
pyopencv_##NAME##_Slots[0].pfunc /*tp_dealloc*/ = (void*)pyopencv_##NAME##_dealloc; \
pyopencv_##NAME##_Slots[1].pfunc /*tp_repr*/ = (void*)pyopencv_##NAME##_repr; \
@ -302,7 +302,7 @@ PyObject* pyopencv_from(const TYPE& src)
pyopencv_##NAME##_TypePtr = PyType_FromSpecWithBases(&pyopencv_##NAME##_Spec, bases); \
if (!pyopencv_##NAME##_TypePtr) \
{ \
printf("Failed to init: " #NAME ", base (" #BASE ")" "\n"); \
printf("Failed to init: " #WNAME ", base (" #BASE ")" "\n"); \
ERROR_HANDLER; \
} \
PyModule_AddObject(m, #NAME, (PyObject *)pyopencv_##NAME##_TypePtr); \

21
modules/videoio/src/cap_avfoundation.mm
Unescape View File

@ -95,13 +95,14 @@ class CvCaptureCAM : public CvCapture {
public:
CvCaptureCAM(int cameraNum = -1) ;
~CvCaptureCAM();
virtual bool grabFrame();
virtual IplImage* retrieveFrame(int);
bool grabFrame() CV_OVERRIDE;
IplImage* retrieveFrame(int) CV_OVERRIDE;
double getProperty(int property_id) const CV_OVERRIDE;
bool setProperty(int property_id, double value) CV_OVERRIDE;
int getCaptureDomain() /*const*/ CV_OVERRIDE { return cv::CAP_AVFOUNDATION; }
virtual IplImage* queryFrame();
virtual double getProperty(int property_id) const;
virtual bool setProperty(int property_id, double value);
virtual int didStart();
private:
AVCaptureSession *mCaptureSession;
AVCaptureDeviceInput *mCaptureDeviceInput;
@ -137,10 +138,12 @@ class CvCaptureFile : public CvCapture {
public:
CvCaptureFile(const char* filename) ;
~CvCaptureFile();
virtual bool grabFrame();
virtual IplImage* retrieveFrame(int);
virtual double getProperty(int property_id) const;
virtual bool setProperty(int property_id, double value);
bool grabFrame() CV_OVERRIDE;
IplImage* retrieveFrame(int) CV_OVERRIDE;
double getProperty(int property_id) const CV_OVERRIDE;
bool setProperty(int property_id, double value) CV_OVERRIDE;
int getCaptureDomain() /*const*/ CV_OVERRIDE { return cv::CAP_AVFOUNDATION; }
virtual int didStart();
private:
AVAsset *mAsset;

22
modules/videoio/src/cap_avfoundation_mac.mm
Unescape View File

@ -101,12 +101,13 @@ class CvCaptureCAM : public CvCapture {
public:
CvCaptureCAM(int cameraNum = -1) ;
~CvCaptureCAM();
virtual bool grabFrame();
virtual IplImage* retrieveFrame(int);
virtual double getProperty(int property_id) const;
virtual bool setProperty(int property_id, double value);
virtual int didStart();
bool grabFrame() CV_OVERRIDE;
IplImage* retrieveFrame(int) CV_OVERRIDE;
double getProperty(int property_id) const CV_OVERRIDE;
bool setProperty(int property_id, double value) CV_OVERRIDE;
int getCaptureDomain() /*const*/ CV_OVERRIDE { return cv::CAP_AVFOUNDATION; }
virtual int didStart();
private:
AVCaptureSession *mCaptureSession;
@ -143,12 +144,13 @@ class CvCaptureFile : public CvCapture {
public:
CvCaptureFile(const char* filename) ;
~CvCaptureFile();
virtual bool grabFrame();
virtual IplImage* retrieveFrame(int);
virtual double getProperty(int property_id) const;
virtual bool setProperty(int property_id, double value);
virtual int didStart();
bool grabFrame() CV_OVERRIDE;
IplImage* retrieveFrame(int) CV_OVERRIDE;
double getProperty(int property_id) const CV_OVERRIDE;
bool setProperty(int property_id, double value) CV_OVERRIDE;
int getCaptureDomain() /*const*/ CV_OVERRIDE { return cv::CAP_AVFOUNDATION; }
virtual int didStart();
private:
AVAsset *mAsset;

12
modules/videoio/src/cap_mjpeg_encoder.cpp
Unescape View File

@ -1167,6 +1167,8 @@ public:
fdct_qtab(_fdct_qtab),
cat_table(_cat_table)
{
#if 0 // disable parallel processing due to buffer overrun bug: https://github.com/opencv/opencv/issues/19634
//empirically found value. if number of pixels is less than that value there is no sense to parallelize it.
const int min_pixels_count = 96*96;
@ -1176,6 +1178,7 @@ public:
{
if(height*width > min_pixels_count)
{
const int default_stripes_count = 4;
stripes_count = default_stripes_count;
}
}
@ -1191,6 +1194,12 @@ public:
stripes_count = std::min(stripes_count, max_stripes);
#else
if (nstripes > 1)
CV_LOG_ONCE_WARNING(NULL, "VIDEOIO/MJPEG: parallel processing is disabled: https://github.com/opencv/opencv/issues/19634");
stripes_count = 1;
#endif
m_buffer_list.allocate_buffers(stripes_count, (height*width*2)/stripes_count);
}
@ -1370,11 +1379,8 @@ private:
const short (&fdct_qtab)[2][64];
const uchar* cat_table;
int stripes_count;
static const int default_stripes_count;
};
const int MjpegEncoder::default_stripes_count = 4;
void MotionJpegWriter::writeFrameData( const uchar* data, int step, int colorspace, int input_channels )
{
//double total_cvt = 0, total_dct = 0;

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