19#ifndef TESSERACT_LSTM_LSTMRECOGNIZER_H_
20#define TESSERACT_LSTM_LSTMRECOGNIZER_H_
84 series->EnumerateLayers(
nullptr, &layers);
111 for (
int i = 0; i < layers.
size(); ++i) {
178 double worst_dict_cert,
const TBOX& line_box,
183 float* mean_output,
float* sd);
194 bool re_invert,
bool upside_down,
float* scale_factor,
205 const char* window_name,
ScrollView** window);
236 int best_choice,
int x_start,
int x_end);
void set_seed(uint64_t seed)
LossType OutputLossType() const
const UnicharCompress & GetRecoder() const
bool LoadRecoder(TFile *fp)
bool SimpleTextOutput() const
bool Load(const ParamsVectors *params, const char *lang, TessdataManager *mgr)
NetworkScratch scratch_space_
double learning_rate() const
const char * DecodeSingleLabel(int label)
void DisplayLSTMOutput(const GenericVector< int > &labels, const GenericVector< int > &xcoords, int height, ScrollView *window)
bool LoadCharsets(const TessdataManager *mgr)
const char * DecodeLabel(const GenericVector< int > &labels, int start, int *end, int *decoded)
void RecognizeLine(const ImageData &image_data, bool invert, bool debug, double worst_dict_cert, const TBOX &line_box, PointerVector< WERD_RES > *words, int lstm_choice_mode=0)
STRING DecodeLabels(const GenericVector< int > &labels)
Network * GetLayer(const STRING &id) const
bool IsTensorFlow() const
void LabelsViaReEncode(const NetworkIO &output, GenericVector< int > *labels, GenericVector< int > *xcoords)
void OutputStats(const NetworkIO &outputs, float *min_output, float *mean_output, float *sd)
void SetIteration(int iteration)
void DebugActivationPath(const NetworkIO &outputs, const GenericVector< int > &labels, const GenericVector< int > &xcoords)
RecodeBeamSearch * search_
float GetLayerLearningRate(const STRING &id) const
const Dict * GetDict() const
void ScaleLearningRate(double factor)
void LabelsFromOutputs(const NetworkIO &outputs, GenericVector< int > *labels, GenericVector< int > *xcoords)
int32_t training_iteration_
int training_iteration() const
bool LoadDictionary(const ParamsVectors *params, const char *lang, TessdataManager *mgr)
int sample_iteration() const
bool Serialize(const TessdataManager *mgr, TFile *fp) const
void DebugActivationRange(const NetworkIO &outputs, const char *label, int best_choice, int x_start, int x_end)
const UNICHARSET & GetUnicharset() const
void ScaleLayerLearningRate(const STRING &id, double factor)
int32_t sample_iteration_
GenericVector< STRING > EnumerateLayers() const
bool DeSerialize(const TessdataManager *mgr, TFile *fp)
void DisplayForward(const NetworkIO &inputs, const GenericVector< int > &labels, const GenericVector< int > &label_coords, const char *window_name, ScrollView **window)
void LabelsViaSimpleText(const NetworkIO &output, GenericVector< int > *labels, GenericVector< int > *xcoords)
virtual StaticShape OutputShape(const StaticShape &input_shape) const
bool TestFlag(NetworkFlags flag) const
virtual void ConvertToInt()
float LayerLearningRate(const char *id) const
void ScaleLayerLearningRate(const char *id, double factor)
Network * GetLayer(const char *id) const
LossType loss_type() const