Index

_

__call__() (objectscope.evaluator.Evaluator method) __version__ (in module objectscope)

_boxes2wh() (in module objectscope.anchor_bbox_utils) _wh2size() (in module objectscope.anchor_bbox_utils)

A

AnchorMiner (class in objectscope.anchor_bbox_utils)

annotations_df (objectscope.anchor_bbox_utils.AnchorMiner attribute)

B

base_lr (objectscope.trainer.TrainSession attribute) best_ratio() (in module objectscope.anchor_bbox_utils)

best_recall() (in module objectscope.anchor_bbox_utils) boxes2wh() (in module objectscope.anchor_bbox_utils)

C

cfg (objectscope.evaluator.Evaluator attribute) checkpoint_period (objectscope.trainer.TrainSession attribute) coco_annotation_file (objectscope.anchor_bbox_utils.AnchorMiner attribute) coco_annotation_to_df() (in module objectscope.anchor_bbox_utils)

compute_statistics() (in module objectscope.utils) config_file_url (objectscope.trainer.TrainSession attribute) create_config() (objectscope.trainer.TrainSession method) create_script_model() (objectscope.model_export_utils.OnnxModelExporter method) create_trainer() (objectscope.trainer.TrainSession method)

D

dataset_nm (objectscope.evaluator.Evaluator attribute)

device (objectscope.trainer.TrainSession attribute) draw_bbox_and_polygons() (in module objectscope.utils)

E

estimate_clusters() (in module objectscope.anchor_bbox_utils) evaluate_confidence_thresholds() (objectscope.evaluator.Evaluator method) evaluate_models() (objectscope.evaluator.Evaluator method)

Evaluator (class in objectscope.evaluator) evaluator (objectscope.evaluator.Evaluator attribute) evolve() (in module objectscope.anchor_bbox_utils) export_to_onnx() (objectscope.model_export_utils.OnnxModelExporter method)

F

fields (in module objectscope.model_export_utils)

fitness() (in module objectscope.anchor_bbox_utils)

G

generate_cell_anchors() (in module objectscope.anchor_bbox_utils) get_best_model() (objectscope.evaluator.Evaluator method) get_best_threshold() (objectscope.evaluator.Evaluator method) get_model_paths() (objectscope.evaluator.Evaluator method) get_predictor() (objectscope.model_export_utils.OnnxModelExporter method)

get_sample_model_inputs() (objectscope.model_export_utils.OnnxModelExporter method) get_size_ratio_fitness_score() (in module objectscope.anchor_bbox_utils) get_sizes_ratios() (objectscope.anchor_bbox_utils.AnchorMiner method) get_traceadapted_model() (objectscope.model_export_utils.OnnxModelExporter method) get_trainer() (objectscope.trainer.TrainSession method)

I

imgs_per_batch (objectscope.trainer.TrainSession attribute)

L

launch_tensorboard() (in module objectscope.utils)

logger (in module objectscope)

M

main() (in module objectscope.train_pipeline) max_iter (objectscope.trainer.TrainSession attribute) metadata (objectscope.evaluator.Evaluator attribute) model_path (objectscope.model_export_utils.OnnxModelExporter attribute) module objectscope objectscope.anchor_bbox_utils objectscope.evaluator objectscope.model_export_utils objectscope.train_pipeline objectscope.trainer objectscope.utils

N

num_classes (objectscope.trainer.TrainSession attribute)

num_workers (objectscope.trainer.TrainSession attribute)

O

objectscope module objectscope.anchor_bbox_utils module objectscope.evaluator module objectscope.model_export_utils module

objectscope.train_pipeline module objectscope.trainer module objectscope.utils module OnnxModelExporter (class in objectscope.model_export_utils) output_dir (objectscope.evaluator.Evaluator attribute) (objectscope.trainer.TrainSession attribute)

P

package_name (in module objectscope) parse_args() (in module objectscope.train_pipeline)

plot_evaluation_results() (objectscope.evaluator.Evaluator method) plot_random_samples() (objectscope.evaluator.Evaluator method) predict_bbox() (in module objectscope.utils)

R

register_dataset() (objectscope.trainer.TrainSession method) registered_dataset_name (objectscope.model_export_utils.OnnxModelExporter attribute)

roi_heads_score_threshold (objectscope.evaluator.Evaluator attribute) run() (objectscope.trainer.TrainSession method) run_optimize_model() (in module objectscope.utils)

S

save_class_metadata() (in module objectscope.utils)

save_model() (objectscope.model_export_utils.OnnxModelExporter method)

T

test_coco_json_file (objectscope.trainer.TrainSession attribute) test_data_name (objectscope.evaluator.Evaluator attribute) (objectscope.trainer.TrainSession attribute) test_img_dir (objectscope.trainer.TrainSession attribute) test_metadata (objectscope.trainer.TrainSession attribute)

train_coco_json_file (objectscope.trainer.TrainSession attribute) train_data_name (objectscope.trainer.TrainSession attribute) train_img_dir (objectscope.trainer.TrainSession attribute) train_metadata (objectscope.trainer.TrainSession attribute) TrainSession (class in objectscope.trainer) tune_sizes_ratios() (objectscope.anchor_bbox_utils.AnchorMiner method)

V

visualize_clusters() (in module objectscope.anchor_bbox_utils)

W

wh2ratio() (in module objectscope.anchor_bbox_utils)