Index

_

__author__ (in module altametris) __call__() (altametris.sara.core.base_detector.BaseDetector method) (altametris.sara.core.BaseDetector method) __len__() (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.CallbackManager method) __repr__() (altametris.sara.core.AltametrisException method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.base_detector.BaseDetector method) (altametris.sara.core.base_exporter.BaseExporter method) (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseDetector method) (altametris.sara.core.BaseExporter method) (altametris.sara.core.BaseModel method) (altametris.sara.core.BaseTrainer method) (altametris.sara.core.CallbackManager method) (altametris.sara.core.exceptions.AltametrisException method) (altametris.sara.yolo.detector.YoloDetector method) (altametris.sara.yolo.exporter.YoloExporter method) (altametris.sara.yolo.model.YoloModel method) (altametris.sara.yolo.YoloDetector method) (altametris.sara.yolo.YoloExporter method) (altametris.sara.yolo.YoloModel method) __str__() (altametris.sara.core.AltametrisException method) (altametris.sara.core.exceptions.AltametrisException method) __version__ (in module altametris) _current_epoch (altametris.sara.core.base_trainer.BaseTrainer attribute) (altametris.sara.core.BaseTrainer attribute) _device (altametris.sara.core.base_detector.BaseDetector attribute) (altametris.sara.core.base_model.BaseModel attribute) (altametris.sara.core.BaseDetector attribute) (altametris.sara.core.BaseModel attribute) _execute_callback_hook() (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.CallbackManager method)

_extract_metrics() (altametris.sara.yolo.trainer.YoloTrainer method) (altametris.sara.yolo.YoloTrainer method) _get_model_name() (altametris.sara.yolo.model.YoloModel method) (altametris.sara.yolo.YoloModel method) _is_initialized (altametris.sara.core.base_detector.BaseDetector attribute) (altametris.sara.core.base_model.BaseModel attribute) (altametris.sara.core.BaseDetector attribute) (altametris.sara.core.BaseModel attribute) _is_training (altametris.sara.core.base_trainer.BaseTrainer attribute) (altametris.sara.core.BaseTrainer attribute) _load_model() (altametris.sara.core.base_detector.BaseDetector method) (altametris.sara.core.BaseDetector method) (altametris.sara.yolo.detector.YoloDetector method) (altametris.sara.yolo.YoloDetector method) _register_ultralytics_callbacks() (altametris.sara.yolo.trainer.YoloTrainer method) (altametris.sara.yolo.YoloTrainer method) _resolve_device() (altametris.sara.core.base_detector.BaseDetector method) (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseDetector method) (altametris.sara.core.BaseModel method) _resolve_device_for_ultralytics() (altametris.sara.yolo.trainer.YoloTrainer method) (altametris.sara.yolo.YoloTrainer method) _save_checkpoint() (altametris.sara.yolo.callbacks.YoloCheckpointCallback method) _save_metrics() (altametris.sara.yolo.callbacks.YoloMetricsCallback method) _validate_callbacks() (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.CallbackManager method) _validate_dataset_config() (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseTrainer method) _validate_init_params() (altametris.sara.yolo.model.YoloModel method) (altametris.sara.yolo.YoloModel method) _validate_predict_params() (altametris.sara.yolo.detector.YoloDetector method) (altametris.sara.yolo.YoloDetector method) _validate_training_args() (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseTrainer method)

A

add_callback() (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseTrainer method) (altametris.sara.core.CallbackManager method) altametris module altametris.sara module altametris.sara.core module altametris.sara.core.base_callback module altametris.sara.core.base_detector module altametris.sara.core.base_exporter module altametris.sara.core.base_model module

altametris.sara.core.base_trainer module altametris.sara.core.exceptions module altametris.sara.yolo module altametris.sara.yolo.callbacks module altametris.sara.yolo.detector module altametris.sara.yolo.exporter module altametris.sara.yolo.model module altametris.sara.yolo.trainer module altametris.sara.yolo.utils module AltametrisException, [1]

B

BaseCallback (class in altametris.sara.core) (class in altametris.sara.core.base_callback) BaseDetector (class in altametris.sara.core) (class in altametris.sara.core.base_detector) BaseExporter (class in altametris.sara.core) (class in altametris.sara.core.base_exporter)

BaseModel (class in altametris.sara.core) (class in altametris.sara.core.base_model) BaseTrainer (class in altametris.sara.core) (class in altametris.sara.core.base_trainer) best_metric (altametris.sara.yolo.callbacks.YoloCheckpointCallback attribute) (altametris.sara.yolo.callbacks.YoloEarlyStoppingCallback attribute)

C

calculate_metrics() (in module altametris.sara.yolo.utils) callback_manager (altametris.sara.core.base_trainer.BaseTrainer attribute) (altametris.sara.core.BaseTrainer attribute) CallbackManager (class in altametris.sara.core) (class in altametris.sara.core.base_callback) callbacks (altametris.sara.core.base_callback.CallbackManager attribute) (altametris.sara.core.CallbackManager attribute)

cleanup_export() (altametris.sara.core.base_exporter.BaseExporter method) (altametris.sara.core.BaseExporter method) config (altametris.sara.core.base_model.BaseModel attribute) (altametris.sara.core.BaseModel attribute) ConfigurationError, [1] current_epoch (altametris.sara.core.base_trainer.BaseTrainer property) (altametris.sara.core.BaseTrainer property)

D

details (altametris.sara.core.AltametrisException attribute) (altametris.sara.core.exceptions.AltametrisException attribute) device (altametris.sara.core.base_detector.BaseDetector property) (altametris.sara.core.base_model.BaseModel property) (altametris.sara.core.base_trainer.BaseTrainer attribute) (altametris.sara.core.BaseDetector property) (altametris.sara.core.BaseModel property) (altametris.sara.core.BaseTrainer attribute)

E

epochs_without_improvement (altametris.sara.yolo.callbacks.YoloEarlyStoppingCallback attribute) export() (altametris.sara.core.base_exporter.BaseExporter method) (altametris.sara.core.BaseExporter method) (altametris.sara.yolo.exporter.YoloExporter method) (altametris.sara.yolo.YoloExporter method) export_all() (altametris.sara.core.base_exporter.BaseExporter method) (altametris.sara.core.BaseExporter method)

export_to_onnx() (altametris.sara.yolo.exporter.YoloExporter method) (altametris.sara.yolo.YoloExporter method) export_to_tensorrt() (altametris.sara.yolo.exporter.YoloExporter method) (altametris.sara.yolo.YoloExporter method) ExportError, [1]

F

format_results() (in module altametris.sara.yolo.utils) forward() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method) (altametris.sara.yolo.model.YoloModel method) (altametris.sara.yolo.YoloModel method)

freeze() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method)

G

get_device() (in module altametris.sara.yolo.utils) get_export_path() (altametris.sara.core.base_exporter.BaseExporter method) (altametris.sara.core.BaseExporter method) get_model_info() (in module altametris.sara.yolo.utils) get_names() (altametris.sara.yolo.detector.YoloDetector method) (altametris.sara.yolo.YoloDetector method)

get_num_parameters() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method) get_trainable_parameters() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method)

I

InferenceError, [1] is_initialized (altametris.sara.core.base_detector.BaseDetector property) (altametris.sara.core.BaseDetector property)

is_training (altametris.sara.core.base_trainer.BaseTrainer property) (altametris.sara.core.BaseTrainer property)

L

load_checkpoint() (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseTrainer method) load_config() (altametris.sara.yolo.trainer.YoloTrainer method) (altametris.sara.yolo.YoloTrainer method) (in module altametris.sara.yolo.utils) load_weights() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method) (altametris.sara.yolo.model.YoloModel method) (altametris.sara.yolo.YoloModel method) log_file (altametris.sara.yolo.callbacks.YoloMetricsCallback attribute) log_level (altametris.sara.yolo.callbacks.YoloLoggingCallback attribute)

logger (in module altametris.sara.core.base_callback) (in module altametris.sara.core.base_detector) (in module altametris.sara.core.base_exporter) (in module altametris.sara.core.base_model) (in module altametris.sara.core.base_trainer) (in module altametris.sara.yolo.callbacks) (in module altametris.sara.yolo.detector) (in module altametris.sara.yolo.exporter) (in module altametris.sara.yolo.model) (in module altametris.sara.yolo.trainer) (in module altametris.sara.yolo.utils)

M

message (altametris.sara.core.AltametrisException attribute) (altametris.sara.core.exceptions.AltametrisException attribute) metrics_history (altametris.sara.yolo.callbacks.YoloMetricsCallback attribute) min_delta (altametris.sara.yolo.callbacks.YoloEarlyStoppingCallback attribute) model (altametris.sara.core.base_detector.BaseDetector attribute) (altametris.sara.core.base_trainer.BaseTrainer attribute) (altametris.sara.core.BaseDetector attribute) (altametris.sara.core.BaseTrainer attribute) (altametris.sara.yolo.detector.YoloDetector attribute) (altametris.sara.yolo.trainer.YoloTrainer attribute) (altametris.sara.yolo.YoloDetector attribute) (altametris.sara.yolo.YoloTrainer attribute) model_path (altametris.sara.core.base_detector.BaseDetector attribute) (altametris.sara.core.base_exporter.BaseExporter attribute) (altametris.sara.core.BaseDetector attribute) (altametris.sara.core.BaseExporter attribute) ModelError, [1] module altametris altametris.sara altametris.sara.core altametris.sara.core.base_callback altametris.sara.core.base_detector altametris.sara.core.base_exporter altametris.sara.core.base_model altametris.sara.core.base_trainer altametris.sara.core.exceptions altametris.sara.yolo altametris.sara.yolo.callbacks altametris.sara.yolo.detector altametris.sara.yolo.exporter altametris.sara.yolo.model altametris.sara.yolo.trainer altametris.sara.yolo.utils

monitor_metric (altametris.sara.yolo.callbacks.YoloCheckpointCallback attribute) (altametris.sara.yolo.callbacks.YoloEarlyStoppingCallback attribute)

N

names (altametris.sara.yolo.model.YoloModel property) (altametris.sara.yolo.YoloModel property)

num_classes (altametris.sara.yolo.detector.YoloDetector property) (altametris.sara.yolo.YoloDetector property)

O

on_batch_end() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.BaseCallback method) (altametris.sara.core.CallbackManager method) on_batch_start() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.BaseCallback method) (altametris.sara.core.CallbackManager method) on_epoch_end() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.BaseCallback method) (altametris.sara.core.CallbackManager method) (altametris.sara.yolo.callbacks.YoloCheckpointCallback method) (altametris.sara.yolo.callbacks.YoloEarlyStoppingCallback method) (altametris.sara.yolo.callbacks.YoloMetricsCallback method) on_epoch_start() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.BaseCallback method) (altametris.sara.core.CallbackManager method) on_train_end() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.BaseCallback method) (altametris.sara.core.CallbackManager method) (altametris.sara.yolo.callbacks.YoloLoggingCallback method)

on_train_start() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.BaseCallback method) (altametris.sara.core.CallbackManager method) (altametris.sara.yolo.callbacks.YoloLoggingCallback method) on_validation_end() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.BaseCallback method) (altametris.sara.core.CallbackManager method) (altametris.sara.yolo.callbacks.YoloLoggingCallback method) on_validation_start() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.BaseCallback method) (altametris.sara.core.CallbackManager method) (altametris.sara.yolo.callbacks.YoloLoggingCallback method) output_dir (altametris.sara.core.base_exporter.BaseExporter attribute) (altametris.sara.core.BaseExporter attribute)

P

patience (altametris.sara.yolo.callbacks.YoloEarlyStoppingCallback attribute) predict() (altametris.sara.core.base_detector.BaseDetector method) (altametris.sara.core.BaseDetector method) (altametris.sara.yolo.detector.YoloDetector method) (altametris.sara.yolo.YoloDetector method)

predict_batch() (altametris.sara.yolo.detector.YoloDetector method) (altametris.sara.yolo.YoloDetector method)

R

remove_callback() (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseTrainer method) (altametris.sara.core.CallbackManager method)

resolve_device_for_ultralytics() (in module altametris.sara.yolo.utils) resume_training() (altametris.sara.yolo.trainer.YoloTrainer method) (altametris.sara.yolo.YoloTrainer method)

S

save_checkpoint() (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseTrainer method) save_dir (altametris.sara.yolo.callbacks.YoloCheckpointCallback attribute) save_every (altametris.sara.yolo.callbacks.YoloCheckpointCallback attribute) save_weights() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method) (altametris.sara.yolo.model.YoloModel method) (altametris.sara.yolo.YoloModel method) should_stop (altametris.sara.yolo.callbacks.YoloEarlyStoppingCallback attribute) summary() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method)

SUPPORTED_FORMATS (altametris.sara.core.base_exporter.BaseExporter attribute) (altametris.sara.core.BaseExporter attribute) (altametris.sara.yolo.exporter.YoloExporter attribute) (altametris.sara.yolo.YoloExporter attribute) SUPPORTED_SIZES (altametris.sara.yolo.model.YoloModel attribute) (altametris.sara.yolo.YoloModel attribute) SUPPORTED_TASKS (altametris.sara.yolo.detector.YoloDetector attribute) (altametris.sara.yolo.model.YoloModel attribute) (altametris.sara.yolo.YoloDetector attribute) (altametris.sara.yolo.YoloModel attribute) SUPPORTED_VERSIONS (altametris.sara.yolo.model.YoloModel attribute) (altametris.sara.yolo.YoloModel attribute)

T

task (altametris.sara.yolo.detector.YoloDetector attribute) (altametris.sara.yolo.model.YoloModel property) (altametris.sara.yolo.YoloDetector attribute) (altametris.sara.yolo.YoloModel property) to_device() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method)

train() (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseTrainer method) (altametris.sara.yolo.trainer.YoloTrainer method) (altametris.sara.yolo.YoloTrainer method) TrainingError, [1]

U

unfreeze() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method)

V

validate() (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.core.BaseTrainer method) (altametris.sara.yolo.trainer.YoloTrainer method) (altametris.sara.yolo.YoloTrainer method) validate_confidence() (in module altametris.sara.yolo.utils) validate_config() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.core.BaseModel method) validate_export() (altametris.sara.core.base_exporter.BaseExporter method) (altametris.sara.core.BaseExporter method) (altametris.sara.yolo.exporter.YoloExporter method) (altametris.sara.yolo.YoloExporter method)

validate_format() (altametris.sara.core.base_exporter.BaseExporter method) (altametris.sara.core.BaseExporter method) validate_imgsz() (in module altametris.sara.yolo.utils) validate_iou() (in module altametris.sara.yolo.utils) validate_param() (in module altametris.sara.core.exceptions) validate_source() (altametris.sara.core.base_detector.BaseDetector method) (altametris.sara.core.BaseDetector method) version (altametris.sara.yolo.model.YoloModel property) (altametris.sara.yolo.YoloModel property)

W

warmup() (altametris.sara.core.base_detector.BaseDetector method) (altametris.sara.core.BaseDetector method) (altametris.sara.yolo.detector.YoloDetector method) (altametris.sara.yolo.YoloDetector method)

Y

yolo (altametris.sara.yolo.model.YoloModel attribute) (altametris.sara.yolo.YoloModel attribute) YoloCheckpointCallback (class in altametris.sara.yolo.callbacks) YoloDetector (class in altametris.sara.yolo) (class in altametris.sara.yolo.detector) YoloEarlyStoppingCallback (class in altametris.sara.yolo.callbacks) YoloExporter (class in altametris.sara.yolo) (class in altametris.sara.yolo.exporter)

YoloLoggingCallback (class in altametris.sara.yolo.callbacks) YoloMetricsCallback (class in altametris.sara.yolo.callbacks) YoloModel (class in altametris.sara.yolo) (class in altametris.sara.yolo.model) YoloTrainer (class in altametris.sara.yolo) (class in altametris.sara.yolo.trainer)