Index

A

add_callback() (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.base_trainer.BaseTrainer method) altametris module altametris.sara module altametris.sara.core module altametris.sara.core.auth module altametris.sara.core.auth.config module altametris.sara.core.auth.credentials module altametris.sara.core.auth.exceptions module altametris.sara.core.azure_weight_manager 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.cache_manager module altametris.sara.core.exceptions module

altametris.sara.core.http_weight_manager module altametris.sara.core.weight_resolver 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 api_base_url (altametris.sara.core.auth.config.DsAuthConfig attribute) api_scope (altametris.sara.core.auth.config.DsAuthConfig attribute) apim_base_url (altametris.sara.core.http_weight_manager.HTTPWeightDownloader attribute) auth_method (altametris.sara.core.auth.config.DsAuthConfig property) (altametris.sara.core.azure_weight_manager.AzureWeightManager attribute) AuthMethod (in module altametris.sara.core.azure_weight_manager) azure_manager (altametris.sara.core.weight_resolver.WeightResolver attribute) AzureAuthenticationError AzureDownloadError AzureError AzureWeightManager (class in altametris.sara.core.azure_weight_manager)

B

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

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

C

cache (altametris.sara.core.azure_weight_manager.AzureWeightManager attribute) (altametris.sara.core.http_weight_manager.HTTPWeightDownloader attribute) (altametris.sara.core.weight_resolver.WeightResolver attribute) cache_dir (altametris.sara.core.cache_manager.CacheManager attribute) CacheManager (class in altametris.sara.core.cache_manager) calculate_metrics() (in module altametris.sara.yolo.utils) callback_manager (altametris.sara.core.base_trainer.BaseTrainer attribute) CallbackManager (class in altametris.sara.core.base_callback) callbacks (altametris.sara.core.base_callback.CallbackManager attribute) cleanup_expired() (altametris.sara.core.cache_manager.CacheManager method) cleanup_export() (altametris.sara.core.base_exporter.BaseExporter method)

clear_cache() (altametris.sara.core.azure_weight_manager.AzureWeightManager method) (altametris.sara.core.cache_manager.CacheManager method) (altametris.sara.core.http_weight_manager.HTTPWeightDownloader method) (altametris.sara.core.weight_resolver.WeightResolver method) config (altametris.sara.core.auth.credentials.DsCredentials attribute) (altametris.sara.core.base_model.BaseModel attribute) ConfigurationError credential (altametris.sara.core.auth.credentials.DsCredentials property) credentials (altametris.sara.core.http_weight_manager.HTTPWeightDownloader attribute) (altametris.sara.core.weight_resolver.WeightResolver attribute) current_epoch (altametris.sara.core.base_trainer.BaseTrainer property)

D

details (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)

download_weight() (altametris.sara.core.http_weight_manager.HTTPWeightDownloader method) DsAuthConfig (class in altametris.sara.core.auth.config) DsAuthError DsCredentials (class in altametris.sara.core.auth.credentials)

E

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

export_all() (altametris.sara.core.base_exporter.BaseExporter method) export_to_onnx() (altametris.sara.yolo.exporter.YoloExporter method) export_to_tensorrt() (altametris.sara.yolo.exporter.YoloExporter method) ExportError

F

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

freeze() (altametris.sara.core.base_model.BaseModel method) from_env() (altametris.sara.core.auth.config.DsAuthConfig class method)

G

get_api_token() (altametris.sara.core.auth.credentials.DsCredentials method) get_apim_list_url() (altametris.sara.core.auth.config.DsAuthConfig method) get_apim_weight_url() (altametris.sara.core.auth.config.DsAuthConfig method) get_blob_service_client() (altametris.sara.core.auth.credentials.DsCredentials method) get_cache_stats() (altametris.sara.core.azure_weight_manager.AzureWeightManager method) (altametris.sara.core.cache_manager.CacheManager method) (altametris.sara.core.http_weight_manager.HTTPWeightDownloader method) (altametris.sara.core.weight_resolver.WeightResolver method) get_cached_path() (altametris.sara.core.cache_manager.CacheManager method) get_container_client() (altametris.sara.core.auth.credentials.DsCredentials method)

get_device() (in module altametris.sara.yolo.utils) get_export_path() (altametris.sara.core.base_exporter.BaseExporter method) get_model_info() (in module altametris.sara.yolo.utils) get_names() (altametris.sara.yolo.detector.YoloDetector method) get_num_parameters() (altametris.sara.core.base_model.BaseModel method) get_storage_account_url() (altametris.sara.core.auth.config.DsAuthConfig method) get_test_image_blob_path() (altametris.sara.core.auth.config.DsAuthConfig method) get_test_weight_blob_path() (altametris.sara.core.auth.config.DsAuthConfig method) get_trainable_parameters() (altametris.sara.core.base_model.BaseModel method) get_weight_blob_path() (altametris.sara.core.auth.config.DsAuthConfig method) get_weights() (altametris.sara.core.azure_weight_manager.AzureWeightManager method)

H

HAS_AZURE (in module altametris.sara.core.weight_resolver) has_connection_string (altametris.sara.core.auth.config.DsAuthConfig property) HAS_DS_CREDENTIALS (in module altametris.sara.core.weight_resolver) HAS_HTTP_DOWNLOADER (in module altametris.sara.core.weight_resolver)

has_service_principal (altametris.sara.core.auth.config.DsAuthConfig property) HAS_WEIGHT_RESOLVER (in module altametris.sara.core.base_detector) http_downloader (altametris.sara.core.weight_resolver.WeightResolver attribute) HTTPWeightDownloader (class in altametris.sara.core.http_weight_manager)

I

InferenceError is_cached() (altametris.sara.core.cache_manager.CacheManager method)

is_initialized (altametris.sara.core.base_detector.BaseDetector property) is_training (altametris.sara.core.base_trainer.BaseTrainer property)

L

list_weights() (altametris.sara.core.azure_weight_manager.AzureWeightManager method) (altametris.sara.core.http_weight_manager.HTTPWeightDownloader method) (altametris.sara.core.weight_resolver.WeightResolver method) load_checkpoint() (altametris.sara.core.base_trainer.BaseTrainer method) load_config() (altametris.sara.yolo.trainer.YoloTrainer method) (in module altametris.sara.yolo.utils) load_weights() (altametris.sara.core.base_model.BaseModel method) (altametris.sara.yolo.model.YoloModel method) log_file (altametris.sara.yolo.callbacks.YoloMetricsCallback attribute) log_level (altametris.sara.yolo.callbacks.YoloLoggingCallback attribute) logger (in module altametris.sara.core.auth.credentials) (in module altametris.sara.core.azure_weight_manager) (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.core.cache_manager) (in module altametris.sara.core.http_weight_manager) (in module altametris.sara.core.weight_resolver) (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

max_retries (altametris.sara.core.azure_weight_manager.AzureWeightManager attribute) (altametris.sara.core.http_weight_manager.HTTPWeightDownloader attribute) message (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.yolo.detector.YoloDetector attribute) (altametris.sara.yolo.trainer.YoloTrainer attribute) model_path (altametris.sara.core.base_detector.BaseDetector attribute) (altametris.sara.core.base_exporter.BaseExporter attribute) ModelError module altametris altametris.sara altametris.sara.core altametris.sara.core.auth altametris.sara.core.auth.config altametris.sara.core.auth.credentials altametris.sara.core.auth.exceptions altametris.sara.core.azure_weight_manager 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.cache_manager altametris.sara.core.exceptions altametris.sara.core.http_weight_manager altametris.sara.core.weight_resolver 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)

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

O

on_batch_end() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) on_batch_start() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.CallbackManager method) on_epoch_end() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.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) on_train_end() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.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.yolo.callbacks.YoloLoggingCallback method) on_validation_end() (altametris.sara.core.base_callback.BaseCallback method) (altametris.sara.core.base_callback.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.yolo.callbacks.YoloLoggingCallback method) output_dir (altametris.sara.core.base_exporter.BaseExporter attribute)

P

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

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

R

remove_callback() (altametris.sara.core.base_callback.CallbackManager method) (altametris.sara.core.base_trainer.BaseTrainer method) requests (in module altametris.sara.core.http_weight_manager) resolve() (altametris.sara.core.weight_resolver.WeightResolver method)

resolve_device_for_ultralytics() (in module altametris.sara.yolo.utils) resume_training() (altametris.sara.yolo.trainer.YoloTrainer method) retry_delay (altametris.sara.core.azure_weight_manager.AzureWeightManager attribute) (altametris.sara.core.http_weight_manager.HTTPWeightDownloader attribute)

S

save_checkpoint() (altametris.sara.core.base_trainer.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.yolo.model.YoloModel method) should_stop (altametris.sara.yolo.callbacks.YoloEarlyStoppingCallback attribute) show_progress (altametris.sara.core.azure_weight_manager.AzureWeightManager attribute) (altametris.sara.core.http_weight_manager.HTTPWeightDownloader attribute)

storage_account_name (altametris.sara.core.auth.config.DsAuthConfig attribute) (altametris.sara.core.azure_weight_manager.AzureWeightManager attribute) summary() (altametris.sara.core.base_model.BaseModel method) SUPPORTED_FORMATS (altametris.sara.core.base_exporter.BaseExporter attribute) (altametris.sara.yolo.exporter.YoloExporter attribute) SUPPORTED_SIZES (altametris.sara.yolo.model.YoloModel attribute) SUPPORTED_TASKS (altametris.sara.yolo.detector.YoloDetector attribute) (altametris.sara.yolo.model.YoloModel attribute) SUPPORTED_VERSIONS (altametris.sara.yolo.model.YoloModel attribute)

T

task (altametris.sara.yolo.detector.YoloDetector attribute) (altametris.sara.yolo.model.YoloModel property) test_container (altametris.sara.core.auth.config.DsAuthConfig attribute) test_image_name (altametris.sara.core.auth.config.DsAuthConfig attribute) test_prefix (altametris.sara.core.auth.config.DsAuthConfig attribute) test_weight_name (altametris.sara.core.auth.config.DsAuthConfig attribute)

timeout (altametris.sara.core.http_weight_manager.HTTPWeightDownloader attribute) to_device() (altametris.sara.core.base_model.BaseModel method) train() (altametris.sara.core.base_trainer.BaseTrainer method) (altametris.sara.yolo.trainer.YoloTrainer method) TrainingError ttl_seconds (altametris.sara.core.cache_manager.CacheManager attribute)

U

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

update_cache_metadata() (altametris.sara.core.cache_manager.CacheManager method)

V

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

validate_format() (altametris.sara.core.base_exporter.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) version (altametris.sara.yolo.model.YoloModel property)

W

warmup() (altametris.sara.core.base_detector.BaseDetector method) (altametris.sara.yolo.detector.YoloDetector method) WeightResolver (class in altametris.sara.core.weight_resolver)

weights_container (altametris.sara.core.auth.config.DsAuthConfig attribute) weights_prefix (altametris.sara.core.auth.config.DsAuthConfig attribute) WeightsNotFoundError

Y

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

YoloExporter (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.model) YoloTrainer (class in altametris.sara.yolo.trainer)