darknet_enums.hpp File Reference

Some of the common Darknet/YOLO enums, and methods to convert between them and std::string. More...

Include dependency graph for darknet_enums.hpp:

This graph shows which files directly or indirectly include this file:

Namespaces
namespace	Darknet
	The namespace for the C++ Darknet API.

Enumerations
enum class	Darknet::EActivation {   Darknet::LOGISTIC = ACTIVATION::LOGISTIC ,   Darknet::RELU = ACTIVATION::RELU ,   Darknet::RELU6 = ACTIVATION::RELU6 ,   Darknet::RELIE = ACTIVATION::RELIE ,   Darknet::LINEAR = ACTIVATION::LINEAR ,   Darknet::RAMP = ACTIVATION::RAMP ,   Darknet::TANH = ACTIVATION::TANH ,   Darknet::PLSE = ACTIVATION::PLSE ,   Darknet::REVLEAKY = ACTIVATION::REVLEAKY ,   Darknet::LEAKY = ACTIVATION::LEAKY ,   Darknet::ELU = ACTIVATION::ELU ,   Darknet::LOGGY = ACTIVATION::LOGGY ,   Darknet::STAIR = ACTIVATION::STAIR ,   Darknet::HARDTAN = ACTIVATION::HARDTAN ,   Darknet::LHTAN = ACTIVATION::LHTAN ,   Darknet::SELU = ACTIVATION::SELU ,   Darknet::GELU = ACTIVATION::GELU ,   Darknet::SWISH = ACTIVATION::SWISH ,   Darknet::MISH = ACTIVATION::MISH ,   Darknet::HARD_MISH = ACTIVATION::HARD_MISH ,   Darknet::NORM_CHAN = ACTIVATION::NORM_CHAN ,   Darknet::NORM_CHAN_SOFTMAX = ACTIVATION::NORM_CHAN_SOFTMAX ,   Darknet::NORM_CHAN_SOFTMAX_MAXVAL = ACTIVATION::NORM_CHAN_SOFTMAX_MAXVAL }
	The plan is to eventually remove ACTIVATION completely once we fully switch over to C++. More...
enum class	Darknet::ECostType {   Darknet::SSE = COST_TYPE::SSE ,   Darknet::MASKED = COST_TYPE::MASKED ,   Darknet::SMOOTH = COST_TYPE::SMOOTH }
	The plan is to eventually remove COST_TYPE completely once we fully switch over to C++. More...
enum class	Darknet::EIoULoss {   Darknet::IOU = IOU_LOSS::IOU ,   Darknet::GIOU = IOU_LOSS::GIOU ,   Darknet::MSE = IOU_LOSS::MSE ,   Darknet::DIOU = IOU_LOSS::DIOU ,   Darknet::CIOU = IOU_LOSS::CIOU }
	The plan is to eventually remove IOU_LOSS completely once we fully switch over to C++. More...
enum class	Darknet::ELayerType {   Darknet::CONVOLUTIONAL ,   Darknet::CONNECTED ,   Darknet::MAXPOOL ,   Darknet::LOCAL_AVGPOOL ,   Darknet::SOFTMAX ,   Darknet::DROPOUT ,   Darknet::ROUTE ,   Darknet::COST ,   Darknet::AVGPOOL ,   Darknet::SHORTCUT ,   Darknet::SCALE_CHANNELS ,   Darknet::SAM ,   Darknet::RNN ,   Darknet::LSTM ,   Darknet::CRNN ,   Darknet::NETWORK ,   Darknet::REGION ,   Darknet::YOLO ,   Darknet::GAUSSIAN_YOLO ,   Darknet::REORG ,   Darknet::UPSAMPLE ,   Darknet::EMPTY ,   Darknet::BLANK ,   Darknet::CONTRASTIVE ,   Darknet::LAYER_LAST_IDX = ELayerType::CONTRASTIVE }
	This is the new C++ version of what used to be called LAYER_TYPE in the old C code. More...
enum class	Darknet::ELearningRatePolicy {   Darknet::CONSTANT = learning_rate_policy::CONSTANT ,   Darknet::STEP = learning_rate_policy::STEP ,   Darknet::EXP = learning_rate_policy::EXP ,   Darknet::POLY = learning_rate_policy::POLY ,   Darknet::STEPS = learning_rate_policy::STEPS ,   Darknet::SIG = learning_rate_policy::SIG ,   Darknet::RANDOM = learning_rate_policy::RANDOM ,   Darknet::SGDR = learning_rate_policy::SGDR }
	The plan is to eventually remove learning_rate_policy completely once we fully switch over to C++. More...
enum class	Darknet::ENMSKind {   Darknet::DEFAULT_NMS = NMS_KIND::DEFAULT_NMS ,   Darknet::GREEDY_NMS = NMS_KIND::GREEDY_NMS ,   Darknet::DIOU_NMS = NMS_KIND::DIOU_NMS ,   Darknet::CORNERS_NMS = NMS_KIND::CORNERS_NMS }
	The plan is to eventually remove NMS_KIND completely once we fully switch over to C++. More...
enum class	Darknet::EWeightsNormalization {   Darknet::NO_NORMALIZATION = WEIGHTS_NORMALIZATION_T::NO_NORMALIZATION ,   Darknet::RELU_NORMALIZATION = WEIGHTS_NORMALIZATION_T::RELU_NORMALIZATION ,   Darknet::SOFTMAX_NORMALIZATION = WEIGHTS_NORMALIZATION_T::SOFTMAX_NORMALIZATION }
	The plan is to eventually remove WEIGHTS_NORMALIZATION_T completely once we fully switch over to C++. More...
enum class	Darknet::EWeightsType {   Darknet::NO_WEIGHTS = WEIGHTS_TYPE_T::NO_WEIGHTS ,   Darknet::PER_FEATURE = WEIGHTS_TYPE_T::PER_FEATURE ,   Darknet::PER_CHANNEL = WEIGHTS_TYPE_T::PER_CHANNEL }
	The plan is to eventually remove WEIGHTS_TYPE_T completely once we fully switch over to C++. More...
enum class	Darknet::EYoloPoint {   Darknet::YOLO_CENTER = YOLO_POINT::YOLO_CENTER ,   Darknet::YOLO_LEFT_TOP = YOLO_POINT::YOLO_LEFT_TOP ,   Darknet::YOLO_RIGHT_BOTTOM = YOLO_POINT::YOLO_RIGHT_BOTTOM }
	The plan is to eventually remove YOLO_POINT completely once we fully switch over to C++. More...
const NamesAndLayers &	Darknet::all_names_and_layers ()
	Convert between names and Darknet/YOLO layer types.
ELayerType	Darknet::get_layer_type_from_name (const std::string &name)
	Convert between names and Darknet/YOLO layer types.
using	Darknet::NamesAndLayers = std::map< std::string, ELayerType >
	Convert between names and Darknet/YOLO layer types.
std::string	Darknet::to_string (const ELayerType type)
	Convert between names and Darknet/YOLO layer types.
const NamesAndActivationTypes &	Darknet::all_names_and_activations ()
	Convert between names and activation types.
EActivation	Darknet::get_activation_from_name (const std::string &name)
	Convert between names and activation types.
using	Darknet::NamesAndActivationTypes = std::map< std::string, EActivation >
	Convert between names and activation types.
std::string	Darknet::to_string (const EActivation activation)
	Convert between names and activation types.
const NamesAndLearningRatePolicies &	Darknet::all_names_and_learning_rate_policies ()
	Convert between names and learning rate policies.
ELearningRatePolicy	Darknet::get_learning_rate_policy_from_name (const std::string &name)
	Convert between names and learning rate policies.
using	Darknet::NamesAndLearningRatePolicies = std::map< std::string, ELearningRatePolicy >
	Convert between names and learning rate policies.
std::string	Darknet::to_string (const ELearningRatePolicy policy)
	Convert between names and learning rate policies.
const NamesAndIoULoss &	Darknet::all_names_and_IoU_loss ()
	Convert between names and IoU loss types.
EIoULoss	Darknet::get_IoU_loss_from_name (const std::string &name)
	Convert between names and IoU loss types.
using	Darknet::NamesAndIoULoss = std::map< std::string, EIoULoss >
	Convert between names and IoU loss types.
std::string	Darknet::to_string (const EIoULoss loss)
	Convert between names and IoU loss types.
const NamesAndNMSKind &	Darknet::all_names_and_NMS_kind ()
	Convert between names and NMS kind.
ENMSKind	Darknet::get_NMS_kind_from_name (const std::string &name)
	Convert between names and NMS kind.
using	Darknet::NamesAndNMSKind = std::map< std::string, ENMSKind >
	Convert between names and NMS kind.
std::string	Darknet::to_string (const ENMSKind nms_kind)
	Convert between names and NMS kind.
const NamesAndWeightsType &	Darknet::all_names_and_weights_types ()
	Convert between names and weights types.
EWeightsType	Darknet::get_weights_type_from_name (const std::string &name)
	Convert between names and weights types.
using	Darknet::NamesAndWeightsType = std::map< std::string, EWeightsType >
	Convert between names and weights types.
std::string	Darknet::to_string (const EWeightsType type)
	Convert between names and weights types.
const NamesAndWeightsNormalization &	Darknet::all_names_and_weights_normalization ()
	Convert between names and weights normalization.
EWeightsNormalization	Darknet::get_weights_normalization_from_name (const std::string &name)
	Convert between names and weights normalization.
using	Darknet::NamesAndWeightsNormalization = std::map< std::string, EWeightsNormalization >
	Convert between names and weights normalization.
std::string	Darknet::to_string (const EWeightsNormalization normalization)
	Convert between names and weights normalization.
const NamesAndCostTypes &	Darknet::all_names_and_cost_types ()
	Convert between names and cost types.
ECostType	Darknet::get_cost_types_from_name (const std::string &name)
	Convert between names and cost types.
using	Darknet::NamesAndCostTypes = std::map< std::string, ECostType >
	Convert between names and cost types.
std::string	Darknet::to_string (const ECostType type)
	Convert between names and cost types.
const NamesAndYoloPointTypes &	Darknet::all_names_and_yolo_point_types ()
	Convert between names and YOLO point types.
EYoloPoint	Darknet::get_yolo_point_types_from_name (const std::string &name)
	Convert between names and YOLO point types.
using	Darknet::NamesAndYoloPointTypes = std::map< std::string, EYoloPoint >
	Convert between names and YOLO point types.
std::string	Darknet::to_string (const EYoloPoint type)
	Convert between names and YOLO point types.

Detailed Description

Some of the common Darknet/YOLO enums, and methods to convert between them and std::string.