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Public Member Functions |
| | phANNSystem (image_data_collection data, int32_t train_flags) |
| | ~phANNSystem () |
| int | startup () |
| int | shutdown () |
| int | useDisplays (int use=1) |
| int | setBrightnessStep (int step) |
| int | setBrightnessLevel (int level) |
| uint32_t | getInputCount () |
| int | update () |
| int | setOutputNodes (const uint32_t n_output_tags, const uint32_t *output_tags) |
| int | setInputImage (char *filename, float ratio, const uint32_t n_outputtags, const uint32_t *output_tags) |
| int | setInputImage (phImage &image, float ratio, const uint32_t n_outputtags, const uint32_t *output_tags) |
| int | setInputImage (char *filename, float ratio) |
| int | setInputImage (phImage &image, float ratio) |
| int | getInputNodes (uint32_t *input_count, uint32_t *input_size, fann_type **pinput_node_values) |
| int | getOutputNodes (uint32_t *output_count, uint32_t *output_size, fann_type **poutput_node_values) |
| int | getNodes (uint32_t *input_count, uint32_t *input_size, fann_type **pinput_node_values, uint32_t *output_count, uint32_t *output_size, fann_type **poutput_node_values) |
| int | getNodes (fann_type **pinput_node_values, fann_type **poutput_node_values) |
| FILE * | openLogFile (const char *prefix, const char *suffix) |
| int | closeLogFile () |
| int | saveNetwork (const char *prefix, const char *suffix) |
| int | setNetwork (char *ann_startfile) |
| int | setNetwork (float connection_rate, float learning_rate, int32_t training_algorithm, uint32_t num_layers, uint32_t num_hidden) |
| void | print_epoch_info (const char *label, ml_class_stats *stats) |
| int | generateNodes (int preload_images, int generate_random, uint32_t train_set_size, uint32_t test_set_size, uint32_t *ptrain_array_count, uint32_t *ptest_array_count, uint32_t *pinput_array_count, fann_type ***pinput_nodes, fann_type ***prand_input_nodes, uint32_t *poutput_array_count, fann_type ***poutput_nodes, fann_type ***prand_output_nodes) |
| int | train (int preload_images, int use_random, uint32_t train_set_size, uint32_t test_set_size, uint32_t max_epochs, float desired_error, uint32_t start_epoch) |
| uint32_t | nodesToString (fann_type *output_nodes, uint32_t *string_size, char **string) |
| int | classify (const char *input_label, const int input_type, const uint32_t total_files) |
Private Member Functions |
| int | allocate () |
| int | connect_elements () |
| int | connect_displays () |
| int | disconnect_displays () |
| int | pipeline_add (uint32_t index, phFilter *filter) |
| int | add_filters () |
| int | createNetwork () |
| int | destroyNetwork () |
Private Attributes |
| int | m_no_displays |
| int32_t | m_flags |
| uint32_t | m_width |
| uint32_t | m_height |
| uint32_t | m_img_inputs |
| uint32_t | m_indiv_inputs |
| FILE * | m_logfp |
| char * | m_logfile |
| char * | m_ann_datafile |
| image_data_collection | m_data |
| uint32_t | m_total_displays |
| uint32_t | m_total_pipelines |
| uint32_t | m_total_histograms |
| uint32_t | m_total_images |
| uint32_t | m_histrgb_index |
| uint32_t | m_histhsv_index |
| uint32_t | m_bright_pipe |
| uint32_t | m_canny_pipe |
| uint32_t | m_sobel_pipe |
| uint32_t | m_hist_pipe |
| uint32_t | m_img_disp |
| uint32_t | m_canny_disp |
| uint32_t | m_sobel_disp |
| uint32_t | m_histrgb_disp |
| uint32_t | m_histhsv_disp |
| uint32_t | m_input_image |
| uint32_t | m_rgb_image |
| uint32_t | m_hsv_image |
| uint32_t | m_grey_image |
| uint32_t | m_canny_image |
| uint32_t | m_sobel_image |
| uint32_t | m_ptr_count |
| uint8_t ** | m_ptr_array |
| uint32_t * | m_ptr_size_array |
| uint32_t * | m_ptr_stepping_array |
| char ** | m_ptr_name_array |
| brightness_Filter * | m_bright |
| int32_t | m_bright_stepping |
| int32_t | m_bright_level |
| histogram_Filter ** | m_histograms |
| phHistogramData ** | m_histogram_data |
| uint32_t | m_histogram_bins |
| double | m_width_box |
| double | m_height_box |
| resize_Filter * | m_sobel_resize |
| resize_Filter * | m_canny_resize |
| resize_Filter * | m_hist_resize |
| convert_Filter * | m_hsv_convert |
| gaussianBlur_Filter * | m_gauss |
| canny_Filter * | m_canny |
| convert_Filter * | m_canny_grey_conv |
| sobel_Filter * | m_sobel |
| convert_Filter * | m_sobel_grey_conv |
| phSystem * | m_system |
| phPipeline ** | m_pipelines |
| phDisplayInterface ** | m_displays |
| phImage ** | m_images |
| fann_type * | m_input_nodes |
| uint32_t | m_input_nodes_size |
| uint32_t | m_input_nodes_count |
| fann_type * | m_output_nodes |
| uint32_t | m_output_nodes_size |
| uint32_t | m_output_nodes_count |
| float | m_image_ratio |
| int32_t | m_training_algorithm |
| float | m_connection_rate |
| float | m_learning_rate |
| uint32_t | m_num_layers |
| uint32_t | m_num_hidden |
| uint32_t | m_num_output |
| char * | m_ann_file |
| int | m_ann_source |
| fann * | m_ann |
1.4.4