Index

A

add_and_sync_data_storage() (in module birdfsd_yolov5.label_studio_helpers.add_and_sync_new_project) add_bg_images() (in module birdfsd_yolov5.preprocessing.add_bg_images) add_f1_score() (in module birdfsd_yolov5.model_utils.wandb_helpers) add_logger() (in module birdfsd_yolov5.model_utils.utils) add_new_project() (in module birdfsd_yolov5.label_studio_helpers.add_and_sync_new_project)

add_new_version() (SyncModel method) api_request() (in module birdfsd_yolov5.model_utils.utils) apply_predictions() (Predict method) aug_pipelines() (in module birdfsd_yolov5.augmentation.image_aug) auto_prediction_pipeline() (in module birdfsd_yolov5.prediction.auto_prediction_schedule)

B

bbox_ls_to_yolo() (JSON2YOLO static method) birdfsd_yolov5 module birdfsd_yolov5.api module birdfsd_yolov5.api.api module birdfsd_yolov5.api.api_utils module birdfsd_yolov5.api.model_utils module birdfsd_yolov5.augmentation module birdfsd_yolov5.augmentation.image_aug module birdfsd_yolov5.augmentation.transfer_color_aug module birdfsd_yolov5.label_studio_helpers module birdfsd_yolov5.label_studio_helpers.add_and_sync_new_project module birdfsd_yolov5.label_studio_helpers.create_rare_classes_view module birdfsd_yolov5.label_studio_helpers.generate_patch_label_name_queries module birdfsd_yolov5.label_studio_helpers.sync_tasks module birdfsd_yolov5.label_studio_helpers.utils module birdfsd_yolov5.label_studio_helpers.watchdog module birdfsd_yolov5.model_utils module birdfsd_yolov5.model_utils.check_env_file module birdfsd_yolov5.model_utils.clear_preds_history module birdfsd_yolov5.model_utils.download_weights module

birdfsd_yolov5.model_utils.handlers module birdfsd_yolov5.model_utils.mongodb_helper module birdfsd_yolov5.model_utils.postgres_helper module birdfsd_yolov5.model_utils.relative_to_abs module birdfsd_yolov5.model_utils.s3_helper module birdfsd_yolov5.model_utils.update_run_cfg module birdfsd_yolov5.model_utils.utils module birdfsd_yolov5.model_utils.wandb_helpers module birdfsd_yolov5.prediction module birdfsd_yolov5.prediction.auto_prediction_schedule module birdfsd_yolov5.prediction.predict module birdfsd_yolov5.preprocessing module birdfsd_yolov5.preprocessing.add_bg_images module birdfsd_yolov5.preprocessing.construct_dataset module birdfsd_yolov5.preprocessing.json2yolov5 module birdfsd_yolov5.preprocessing.split_data module birdfsd_yolov5.publishing module birdfsd_yolov5.publishing.generate_release module birdfsd_yolov5.publishing.sync_model module BucketDoesNotExist

C

catch_keyboard_interrupt() (in module birdfsd_yolov5.model_utils.handlers) check_classes_preserved() (in module birdfsd_yolov5.augmentation.image_aug) check_env_file() (in module birdfsd_yolov5.model_utils.check_env_file) check_version_number_format() (SyncModel method) clear_preds_history() (in module birdfsd_yolov5.model_utils.clear_preds_history) construct_dataset() (in module birdfsd_yolov5.preprocessing.construct_dataset)

convert_to_yolo() (JSON2YOLO method) count_labels() (JSON2YOLO method) create_batch() (in module birdfsd_yolov5.augmentation.image_aug) create_cropped_images_object() (in module birdfsd_yolov5.api.api_utils) create_s3_client() (in module birdfsd_yolov5.api.api_utils) create_view() (CreateRareClassesView method) CreateRareClassesView (class in birdfsd_yolov5.label_studio_helpers.create_rare_classes_view)

D

db (Predict attribute) delete_if_no_predictions (Predict attribute) download() (S3 method)

download_image() (JSON2YOLO method) (Predict method) DownloadModelWeights (class in birdfsd_yolov5.model_utils.download_weights)

E

export_augs_as_files() (in module birdfsd_yolov5.augmentation.image_aug)

export_table_as_json() (in module birdfsd_yolov5.model_utils.postgres_helper)

F

FailedToParseImageURL

find_file() (GenerateRelease method) flush (Predict attribute)

G

generate() (GenerateRelease method) generate_queries() (in module birdfsd_yolov5.label_studio_helpers.generate_patch_label_name_queries) GenerateRelease (class in birdfsd_yolov5.publishing.generate_release) get_all_projects_tasks() (in module birdfsd_yolov5.label_studio_helpers.utils) get_all_tasks() (Predict method) get_all_tasks_from_mongodb() (in module birdfsd_yolov5.preprocessing.construct_dataset) get_assets() (GenerateRelease method) get_assets_info() (JSON2YOLO method) get_data() (in module birdfsd_yolov5.model_utils.utils) (JSON2YOLO method)

get_dataset() (S3 method) get_excluded_labels() (JSON2YOLO method) get_labels_count() (in module birdfsd_yolov5.model_utils.utils) get_latest_model_weights() (in module birdfsd_yolov5.api.model_utils) get_model_info() (in module birdfsd_yolov5.api.api) get_model_weights() (S3 method) get_project_ids_str() (in module birdfsd_yolov5.model_utils.utils) get_task() (Predict method) get_tasks_from_mongodb() (in module birdfsd_yolov5.model_utils.mongodb_helper) get_tasks_with_api (Predict attribute) get_weights() (DownloadModelWeights method)

H

headers (Predict attribute)

I

if_empty_apply_label (Predict attribute) img2arr() (Transfer static method)

init_model() (in module birdfsd_yolov5.api.model_utils) insert() (Transfer method)

J

JSON2YOLO (class in birdfsd_yolov5.preprocessing.json2yolov5)

jsonify_pg_tables() (in module birdfsd_yolov5.model_utils.postgres_helper)

K

keyboard_interrupt_handler() (in module birdfsd_yolov5.model_utils.handlers)

L

lm_algo() (Transfer method)

LoadModel (class in birdfsd_yolov5.prediction.predict)

M

MissingConnectionString model (Predict attribute) model() (LoadModel method) model_info() (in module birdfsd_yolov5.api.model_utils) model_version (Predict attribute) ModelVersionDoesNotExist ModelVersionFormatError module birdfsd_yolov5 birdfsd_yolov5.api birdfsd_yolov5.api.api birdfsd_yolov5.api.api_utils birdfsd_yolov5.api.model_utils birdfsd_yolov5.augmentation birdfsd_yolov5.augmentation.image_aug birdfsd_yolov5.augmentation.transfer_color_aug birdfsd_yolov5.label_studio_helpers birdfsd_yolov5.label_studio_helpers.add_and_sync_new_project birdfsd_yolov5.label_studio_helpers.create_rare_classes_view birdfsd_yolov5.label_studio_helpers.generate_patch_label_name_queries birdfsd_yolov5.label_studio_helpers.sync_tasks birdfsd_yolov5.label_studio_helpers.utils birdfsd_yolov5.label_studio_helpers.watchdog birdfsd_yolov5.model_utils birdfsd_yolov5.model_utils.check_env_file birdfsd_yolov5.model_utils.clear_preds_history birdfsd_yolov5.model_utils.download_weights birdfsd_yolov5.model_utils.handlers birdfsd_yolov5.model_utils.mongodb_helper birdfsd_yolov5.model_utils.postgres_helper birdfsd_yolov5.model_utils.relative_to_abs birdfsd_yolov5.model_utils.s3_helper birdfsd_yolov5.model_utils.update_run_cfg birdfsd_yolov5.model_utils.utils birdfsd_yolov5.model_utils.wandb_helpers birdfsd_yolov5.prediction birdfsd_yolov5.prediction.auto_prediction_schedule birdfsd_yolov5.prediction.predict birdfsd_yolov5.preprocessing birdfsd_yolov5.preprocessing.add_bg_images birdfsd_yolov5.preprocessing.construct_dataset birdfsd_yolov5.preprocessing.json2yolov5 birdfsd_yolov5.preprocessing.split_data birdfsd_yolov5.publishing birdfsd_yolov5.publishing.generate_release birdfsd_yolov5.publishing.sync_model

mongodb_db() (in module birdfsd_yolov5.model_utils.mongodb_helper) mstd_algo() (Transfer method) multithreading (Predict attribute)

O

one_task (Predict attribute)

P

pdf_algo() (Transfer method) plot_results() (JSON2YOLO method) post_prediction() (Predict method) pred_post() (Predict method)

pred_result() (Predict static method) Predict (class in birdfsd_yolov5.prediction.predict) predict_all (Predict attribute) predict_endpoint() (in module birdfsd_yolov5.api.api) project_ids (Predict attribute)

R

relative_to_abs() (in module birdfsd_yolov5.model_utils.relative_to_abs) release_notes() (GenerateRelease method) requests_download() (in module birdfsd_yolov5.model_utils.utils)

results_dict() (in module birdfsd_yolov5.api.api_utils) run() (in module birdfsd_yolov5.augmentation.transfer_color_aug) (JSON2YOLO method) run_aug_pipeline() (in module birdfsd_yolov5.augmentation.image_aug)

S

S3 (class in birdfsd_yolov5.model_utils.s3_helper) save() (Transfer static method) selected_tasks() (Predict static method) simplify() (in module birdfsd_yolov5.preprocessing.construct_dataset) single_task() (Predict method)

species_info() (in module birdfsd_yolov5.api.api_utils) split_data() (in module birdfsd_yolov5.augmentation.image_aug) (in module birdfsd_yolov5.preprocessing.split_data) sync_all_to_single_files() (in module birdfsd_yolov5.label_studio_helpers.sync_tasks) sync_tasks() (in module birdfsd_yolov5.label_studio_helpers.sync_tasks) SyncModel (class in birdfsd_yolov5.publishing.sync_model)

T

tasks_data() (in module birdfsd_yolov5.model_utils.utils)

tasks_range (Predict attribute) Transfer (class in birdfsd_yolov5.augmentation.transfer_color_aug)

U

update_model_version_in_all_projects() (in module birdfsd_yolov5.label_studio_helpers.utils) update_run_cfg() (in module birdfsd_yolov5.model_utils.update_run_cfg) upload() (S3 method)

upload_artifact() (in module birdfsd_yolov5.model_utils.wandb_helpers) upload_dataset_file() (JSON2YOLO method) upload_logs() (in module birdfsd_yolov5.model_utils.utils)

V

validate_image_file() (WatchDog method)

W

watch() (WatchDog method)

WatchDog (class in birdfsd_yolov5.label_studio_helpers.watchdog)

X

xywh_to_xyxy() (in module birdfsd_yolov5.augmentation.image_aug)

Y

yolo_to_ls() (Predict method)