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mirror of https://github.com/opencv/opencv.git synced 2026-07-30 15:53:03 +04:00

Merge branch 4.x

This commit is contained in:
Alexander Alekhin
2022-02-22 19:33:07 +00:00
256 changed files with 10503 additions and 5119 deletions
+7 -7
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@@ -60,13 +60,13 @@ CV__DNN_INLINE_NS_BEGIN
struct CV_EXPORTS_W DictValue
{
DictValue(const DictValue &r);
DictValue(bool i) : type(Param::INT), pi(new AutoBuffer<int64,1>) { (*pi)[0] = i ? 1 : 0; } //!< Constructs integer scalar
DictValue(int64 i = 0) : type(Param::INT), pi(new AutoBuffer<int64,1>) { (*pi)[0] = i; } //!< Constructs integer scalar
CV_WRAP DictValue(int i) : type(Param::INT), pi(new AutoBuffer<int64,1>) { (*pi)[0] = i; } //!< Constructs integer scalar
DictValue(unsigned p) : type(Param::INT), pi(new AutoBuffer<int64,1>) { (*pi)[0] = p; } //!< Constructs integer scalar
CV_WRAP DictValue(double p) : type(Param::REAL), pd(new AutoBuffer<double,1>) { (*pd)[0] = p; } //!< Constructs floating point scalar
CV_WRAP DictValue(const String &s) : type(Param::STRING), ps(new AutoBuffer<String,1>) { (*ps)[0] = s; } //!< Constructs string scalar
DictValue(const char *s) : type(Param::STRING), ps(new AutoBuffer<String,1>) { (*ps)[0] = s; } //!< @overload
explicit DictValue(bool i) : type(Param::INT), pi(new AutoBuffer<int64,1>) { (*pi)[0] = i ? 1 : 0; } //!< Constructs integer scalar
explicit DictValue(int64 i = 0) : type(Param::INT), pi(new AutoBuffer<int64,1>) { (*pi)[0] = i; } //!< Constructs integer scalar
CV_WRAP explicit DictValue(int i) : type(Param::INT), pi(new AutoBuffer<int64,1>) { (*pi)[0] = i; } //!< Constructs integer scalar
explicit DictValue(unsigned p) : type(Param::INT), pi(new AutoBuffer<int64,1>) { (*pi)[0] = p; } //!< Constructs integer scalar
CV_WRAP explicit DictValue(double p) : type(Param::REAL), pd(new AutoBuffer<double,1>) { (*pd)[0] = p; } //!< Constructs floating point scalar
CV_WRAP explicit DictValue(const String &s) : type(Param::STRING), ps(new AutoBuffer<String,1>) { (*ps)[0] = s; } //!< Constructs string scalar
explicit DictValue(const char *s) : type(Param::STRING), ps(new AutoBuffer<String,1>) { (*ps)[0] = s; } //!< @overload
template<typename TypeIter>
static DictValue arrayInt(TypeIter begin, int size); //!< Constructs integer array
+39 -12
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@@ -134,7 +134,7 @@ CV__DNN_INLINE_NS_BEGIN
class BackendNode
{
public:
BackendNode(int backendId);
explicit BackendNode(int backendId);
virtual ~BackendNode(); //!< Virtual destructor to make polymorphism.
@@ -277,18 +277,18 @@ CV__DNN_INLINE_NS_BEGIN
* Each layer input and output can be labeled to easily identify them using "%<layer_name%>[.output_name]" notation.
* This method maps label of input blob to its index into input vector.
*/
virtual int inputNameToIndex(String inputName);
virtual int inputNameToIndex(String inputName); // FIXIT const
/** @brief Returns index of output blob in output array.
* @see inputNameToIndex()
*/
CV_WRAP virtual int outputNameToIndex(const String& outputName);
CV_WRAP virtual int outputNameToIndex(const String& outputName); // FIXIT const
/**
* @brief Ask layer if it support specific backend for doing computations.
* @param[in] backendId computation backend identifier.
* @see Backend
*/
virtual bool supportBackend(int backendId);
virtual bool supportBackend(int backendId); // FIXIT const
/**
* @brief Returns Halide backend node.
@@ -302,8 +302,6 @@ CV__DNN_INLINE_NS_BEGIN
*/
virtual Ptr<BackendNode> initHalide(const std::vector<Ptr<BackendWrapper> > &inputs);
virtual Ptr<BackendNode> initInfEngine(const std::vector<Ptr<BackendWrapper> > &inputs);
virtual Ptr<BackendNode> initNgraph(const std::vector<Ptr<BackendWrapper> > &inputs, const std::vector<Ptr<BackendNode> >& nodes);
virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs);
@@ -495,18 +493,29 @@ CV__DNN_INLINE_NS_BEGIN
/** @brief Converts string name of the layer to the integer identifier.
* @returns id of the layer, or -1 if the layer wasn't found.
*/
CV_WRAP int getLayerId(const String &layer);
CV_WRAP int getLayerId(const String &layer) const;
CV_WRAP std::vector<String> getLayerNames() const;
/** @brief Container for strings and integers. */
/** @brief Container for strings and integers.
*
* @deprecated Use getLayerId() with int result.
*/
typedef DictValue LayerId;
/** @brief Returns pointer to layer with specified id or name which the network use. */
CV_WRAP Ptr<Layer> getLayer(LayerId layerId);
CV_WRAP Ptr<Layer> getLayer(int layerId) const;
/** @overload
* @deprecated Use int getLayerId(const String &layer)
*/
CV_WRAP inline Ptr<Layer> getLayer(const String& layerName) const { return getLayer(getLayerId(layerName)); }
/** @overload
* @deprecated to be removed
*/
CV_WRAP Ptr<Layer> getLayer(const LayerId& layerId) const;
/** @brief Returns pointers to input layers of specific layer. */
std::vector<Ptr<Layer> > getLayerInputs(LayerId layerId); // FIXIT: CV_WRAP
std::vector<Ptr<Layer> > getLayerInputs(int layerId) const; // FIXIT: CV_WRAP
/** @brief Connects output of the first layer to input of the second layer.
* @param outPin descriptor of the first layer output.
@@ -531,6 +540,18 @@ CV__DNN_INLINE_NS_BEGIN
*/
void connect(int outLayerId, int outNum, int inpLayerId, int inpNum);
/** @brief Registers network output with name
*
* Function may create additional 'Identity' layer.
*
* @param outputName identifier of the output
* @param layerId identifier of the second layer
* @param outputPort number of the second layer input
*
* @returns index of bound layer (the same as layerId or newly created)
*/
int registerOutput(const std::string& outputName, int layerId, int outputPort);
/** @brief Sets outputs names of the network input pseudo layer.
*
* Each net always has special own the network input pseudo layer with id=0.
@@ -662,20 +683,26 @@ CV__DNN_INLINE_NS_BEGIN
* @note If shape of the new blob differs from the previous shape,
* then the following forward pass may fail.
*/
CV_WRAP void setParam(LayerId layer, int numParam, const Mat &blob);
CV_WRAP void setParam(int layer, int numParam, const Mat &blob);
CV_WRAP inline void setParam(const String& layerName, int numParam, const Mat &blob) { return setParam(getLayerId(layerName), numParam, blob); }
/** @brief Returns parameter blob of the layer.
* @param layer name or id of the layer.
* @param numParam index of the layer parameter in the Layer::blobs array.
* @see Layer::blobs
*/
CV_WRAP Mat getParam(LayerId layer, int numParam = 0);
CV_WRAP Mat getParam(int layer, int numParam = 0) const;
CV_WRAP inline Mat getParam(const String& layerName, int numParam = 0) const { return getParam(getLayerId(layerName), numParam); }
/** @brief Returns indexes of layers with unconnected outputs.
*
* FIXIT: Rework API to registerOutput() approach, deprecate this call
*/
CV_WRAP std::vector<int> getUnconnectedOutLayers() const;
/** @brief Returns names of layers with unconnected outputs.
*
* FIXIT: Rework API to registerOutput() approach, deprecate this call
*/
CV_WRAP std::vector<String> getUnconnectedOutLayersNames() const;
@@ -66,6 +66,9 @@ public:
//! Unregisters registered layer with specified type name. Thread-safe.
static void unregisterLayer(const String &type);
//! Check if layer is registered.
static bool isLayerRegistered(const std::string& type);
/** @brief Creates instance of registered layer.
* @param type type name of creating layer.
* @param params parameters which will be used for layer initialization.
@@ -184,7 +184,8 @@ static inline MatShape concat(const MatShape& a, const MatShape& b)
return c;
}
static inline std::string toString(const MatShape& shape, const String& name = "")
template<typename _Tp>
static inline std::string toString(const std::vector<_Tp>& shape, const String& name = "")
{
std::ostringstream ss;
if (!name.empty())
@@ -195,11 +196,14 @@ static inline std::string toString(const MatShape& shape, const String& name = "
ss << " ]";
return ss.str();
}
static inline void print(const MatShape& shape, const String& name = "")
template<typename _Tp>
static inline void print(const std::vector<_Tp>& shape, const String& name = "")
{
std::cout << toString(shape, name) << std::endl;
}
static inline std::ostream& operator<<(std::ostream &out, const MatShape& shape)
template<typename _Tp>
static inline std::ostream& operator<<(std::ostream &out, const std::vector<_Tp>& shape)
{
out << toString(shape);
return out;
@@ -15,14 +15,18 @@ CV__DNN_INLINE_NS_BEGIN
/* Values for 'OPENCV_DNN_BACKEND_INFERENCE_ENGINE_TYPE' parameter */
/// @deprecated
#define CV_DNN_BACKEND_INFERENCE_ENGINE_NN_BUILDER_API "NN_BUILDER"
/// @deprecated
#define CV_DNN_BACKEND_INFERENCE_ENGINE_NGRAPH "NGRAPH"
/** @brief Returns Inference Engine internal backend API.
*
* See values of `CV_DNN_BACKEND_INFERENCE_ENGINE_*` macros.
*
* Default value is controlled through `OPENCV_DNN_BACKEND_INFERENCE_ENGINE_TYPE` runtime parameter (environment variable).
* `OPENCV_DNN_BACKEND_INFERENCE_ENGINE_TYPE` runtime parameter (environment variable) is ignored since 4.6.0.
*
* @deprecated
*/
CV_EXPORTS_W cv::String getInferenceEngineBackendType();
@@ -31,6 +35,8 @@ CV_EXPORTS_W cv::String getInferenceEngineBackendType();
* See values of `CV_DNN_BACKEND_INFERENCE_ENGINE_*` macros.
*
* @returns previous value of internal backend API
*
* @deprecated
*/
CV_EXPORTS_W cv::String setInferenceEngineBackendType(const cv::String& newBackendType);