Sedna
latest
GUIDE
Guide
Quick Start
DEPLOY
Cluster Installation (for production)
AllinOne Installation (for development)
Standalone Installation (for hello world)
INTRODUCTION
Edge Cloud Collaborative AI Framework
Dataset and Model
Federated Learning
Incremental Learning
Joint Inference
Object Search Service
Object Tracking Service
EXAMPLES
Using Joint Inference Service in Helmet Detection Scenario
Using Incremental Learning Job in Helmet Detection Scenario
Using Federated Learning Job in Surface Defect Detection Scenario
Collaboratively Train Yolo-v5 Using MistNet on COCO128 Dataset
Using Lifelong Learning Job in Thermal Comfort Prediction Scenario
API REFERENCE
Python API Use Guide
Python API
Contributing
1. Install Tools
2. Clone the code
3. Set up Kubernetes/KubeEdge(optional)
4. What’s Next?
ROADMAP
Roadmap
Sedna
Index
Edit on GitHub
Index
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B
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C
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D
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E
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F
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G
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I
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K
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W
_
__call__() (lib.sedna.algorithms.hard_example_mining.hard_example_mining.CrossEntropyFilter method)
(lib.sedna.algorithms.hard_example_mining.hard_example_mining.IBTFilter method)
(lib.sedna.algorithms.hard_example_mining.hard_example_mining.ThresholdFilter method)
(lib.sedna.algorithms.multi_task_learning.task_jobs.inference_integrate.DefaultInferenceIntegrate method)
(lib.sedna.algorithms.multi_task_learning.task_jobs.task_definition.TaskDefinitionByDataAttr method)
(lib.sedna.algorithms.multi_task_learning.task_jobs.task_definition.TaskDefinitionBySVC method)
(lib.sedna.algorithms.multi_task_learning.task_jobs.task_mining.TaskMiningByDataAttr method)
(lib.sedna.algorithms.multi_task_learning.task_jobs.task_mining.TaskMiningBySVC method)
(lib.sedna.algorithms.multi_task_learning.task_jobs.task_relation_discover.DefaultTaskRelationDiscover method)
(lib.sedna.algorithms.multi_task_learning.task_jobs.task_remodeling.DefaultTaskRemodeling method)
(lib.sedna.algorithms.seen_task_learning.inference_integration.base_inference_integrate.BaseInferenceIntegrate method)
(lib.sedna.algorithms.seen_task_learning.inference_integration.inference_integrate.DefaultInferenceIntegrate method)
(lib.sedna.algorithms.seen_task_learning.task_allocation.base_task_allocation.BaseTaskAllocation method)
(lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation.TaskAllocationByDataAttr method)
(lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation.TaskAllocationBySVC method)
(lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation.TaskAllocationDefault method)
(lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation_by_origin.TaskAllocationByOrigin method)
(lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation_stream.TaskAllocationStream method)
(lib.sedna.algorithms.seen_task_learning.task_definition.base_task_definition.BaseTaskDefinition method)
(lib.sedna.algorithms.seen_task_learning.task_definition.task_definition.TaskDefinitionByDataAttr method)
(lib.sedna.algorithms.seen_task_learning.task_definition.task_definition.TaskDefinitionBySVC method)
(lib.sedna.algorithms.seen_task_learning.task_definition.task_definition_by_origin.TaskDefinitionByOrigin method)
(lib.sedna.algorithms.seen_task_learning.task_relation_discovery.base_task_relation_discovery.BaseTaskRelationDiscover method)
(lib.sedna.algorithms.seen_task_learning.task_relation_discovery.task_relation_discovery.DefaultTaskRelationDiscover method)
(lib.sedna.algorithms.seen_task_learning.task_remodeling.base_task_remodeling.BaseTaskRemodeling method)
(lib.sedna.algorithms.seen_task_learning.task_remodeling.task_remodeling.DefaultTaskRemodeling method)
(lib.sedna.algorithms.seen_task_learning.task_update_decision.base_task_update_decision.BaseTaskUpdateDecision method)
(lib.sedna.algorithms.unseen_task_detect.ModelProbeFilter method)
(lib.sedna.algorithms.unseen_task_detect.TaskAttrFilter method)
(lib.sedna.algorithms.unseen_task_detect.unseen_task_detect.ModelProbeFilter method)
(lib.sedna.algorithms.unseen_task_detect.unseen_task_detect.TaskAttrFilter method)
(lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.base_unseen_sample_re_recognition.BaseSampleReRegonition method)
(lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.unseen_sample_re_recognition.SampleReRegonitionDefault method)
(lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.base_unseen_sample_recognition.BaseSampleRegonition method)
(lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_recognition.SampleRegonitionDefault method)
(lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation.base_unseen_task_allocation.BaseUnseenTaskAllocation method)
(lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation.unseen_task_allocation.UnseenTaskAllocationDefault method)
__len__() (lib.sedna.datasources.BaseDataSource method)
__registry__ (lib.sedna.common.class_factory.ClassFactory attribute)
__repr__() (lib.sedna.service.server.knowledgeBase.model.Tasks method)
__tablename__ (lib.sedna.service.server.knowledgeBase.model.Samples attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskGrp attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskModel attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskRelation attribute)
(lib.sedna.service.server.knowledgeBase.model.Tasks attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskSample attribute)
A
AbstractClientChoose (class in lib.sedna.algorithms.client_choose.client_choose)
AbstractTransmitter (class in lib.sedna.algorithms.transmitter.transmitter)
access_key_id (lib.sedna.common.config.BaseConfig attribute)
AdminClient (class in lib.sedna.datasources.kafka)
agg_data_path (lib.sedna.common.config.BaseConfig attribute)
AggClient (class in lib.sedna.algorithms.aggregation)
(class in lib.sedna.algorithms.aggregation.aggregation)
aggregate() (lib.sedna.algorithms.aggregation.aggregation.FedAvg method)
(lib.sedna.algorithms.aggregation.FedAvg method)
(lib.sedna.algorithms.aggregation.FedAvgV2 method)
(lib.sedna.algorithms.aggregation.MistNet method)
AggregationClient (class in lib.sedna.service.client)
AggregationServer (class in lib.sedna.service.server)
(class in lib.sedna.service.server.aggregation)
AggregationServerV2 (class in lib.sedna.service.server)
(class in lib.sedna.service.server.aggregation)
ALGORITHM (lib.sedna.common.class_factory.ClassType attribute)
B
backend_type (lib.sedna.common.config.BaseConfig attribute)
BackendBase (class in lib.sedna.backend.base)
Base (in module lib.sedna.service.server.knowledgeBase.database)
BaseConfig (class in lib.sedna.common.config)
BaseDataSource (class in lib.sedna.datasources)
BaseInferenceIntegrate (class in lib.sedna.algorithms.seen_task_learning.inference_integration.base_inference_integrate)
BaseKnowledgeManagement (class in lib.sedna.core.lifelong_learning.knowledge_management)
(class in lib.sedna.core.lifelong_learning.knowledge_management.base_knowledge_management)
BaseSampleRegonition (class in lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.base_unseen_sample_recognition)
BaseSampleReRegonition (class in lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.base_unseen_sample_re_recognition)
BaseServer (class in lib.sedna.service.server.base)
BaseService (class in lib.sedna.core.multi_edge_inference)
(class in lib.sedna.core.multi_edge_inference.components)
BaseTaskAllocation (class in lib.sedna.algorithms.seen_task_learning.task_allocation.base_task_allocation)
BaseTaskDefinition (class in lib.sedna.algorithms.seen_task_learning.task_definition.base_task_definition)
BaseTaskRelationDiscover (class in lib.sedna.algorithms.seen_task_learning.task_relation_discovery.base_task_relation_discovery)
BaseTaskRemodeling (class in lib.sedna.algorithms.seen_task_learning.task_remodeling.base_task_remodeling)
BaseTaskUpdateDecision (class in lib.sedna.algorithms.seen_task_learning.task_update_decision.base_task_update_decision)
BaseUnseenTaskAllocation (class in lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation.base_unseen_task_allocation)
BigModelService (class in lib.sedna.core.joint_inference)
(class in lib.sedna.core.joint_inference.joint_inference)
C
CALLBACK (lib.sedna.common.class_factory.ClassType attribute)
check_bbox_overlap() (lib.sedna.algorithms.reid.close_contact_estimation.ContactTracker method)
check_server_status() (lib.sedna.service.client.ModelClient method)
(lib.sedna.service.multi_edge_inference.Detection method)
(lib.sedna.service.multi_edge_inference.FE method)
(lib.sedna.service.multi_edge_inference.interface.Detection method)
(lib.sedna.service.multi_edge_inference.interface.detection_endpoint.Detection method)
(lib.sedna.service.multi_edge_inference.interface.FE method)
(lib.sedna.service.multi_edge_inference.interface.fe_endpoint.FE method)
(lib.sedna.service.multi_edge_inference.interface.ReID_Endpoint method)
(lib.sedna.service.multi_edge_inference.interface.reid_endpoint.ReID_Endpoint method)
(lib.sedna.service.multi_edge_inference.ReID_Endpoint method)
ClassFactory (class in lib.sedna.common.class_factory)
ClassType (class in lib.sedna.common.class_factory)
clean_folder() (lib.sedna.common.file_ops.FileOps class method)
Client (class in lib.sedna.datasources.kafka)
client_info() (lib.sedna.service.server.aggregation.AggregationServer method)
(lib.sedna.service.server.AggregationServer method)
close() (lib.sedna.core.multi_edge_inference.components.detector.ObjectDetector method)
(lib.sedna.datasources.kafka.consumer.Consumer method)
(lib.sedna.datasources.kafka.producer.Producer method)
CloudKnowledgeManagement (class in lib.sedna.core.lifelong_learning.knowledge_management)
(class in lib.sedna.core.lifelong_learning.knowledge_management.cloud_knowledge_management)
COMPLETED (lib.sedna.common.constant.K8sResourceKindStatus attribute)
compute_homography() (lib.sedna.algorithms.reid.close_contact_estimation.ContactTracker method)
ConfigProto (in module lib.sedna.backend.tensorflow)
connect() (lib.sedna.datasources.kafka.Client method)
(lib.sedna.datasources.kafka.consumer.Consumer method)
(lib.sedna.datasources.kafka.producer.Producer method)
(lib.sedna.service.client.AggregationClient method)
consume_messages() (lib.sedna.datasources.kafka.consumer.Consumer method)
consume_messages_poll() (lib.sedna.datasources.kafka.consumer.Consumer method)
Consumer (class in lib.sedna.datasources.kafka.consumer)
ContactTracker (class in lib.sedna.algorithms.reid.close_contact_estimation)
Context (class in lib.sedna.common.config)
copy_file() (lib.sedna.common.file_ops.FileOps class method)
copy_folder() (lib.sedna.common.file_ops.FileOps class method)
cosine_similarity_score() (in module lib.sedna.algorithms.reid.multi_img_matching)
COVID19 (lib.sedna.core.multi_edge_inference.data_classes.OP_MODE attribute)
create_ellipse() (lib.sedna.algorithms.reid.close_contact_estimation.ContactTracker method)
create_topics() (lib.sedna.datasources.kafka.AdminClient method)
created_at (lib.sedna.service.server.knowledgeBase.model.TaskModel attribute)
(lib.sedna.service.server.knowledgeBase.model.Tasks attribute)
CrossEntropyFilter (class in lib.sedna.algorithms.hard_example_mining.hard_example_mining)
CSVDataParse (class in lib.sedna.datasources)
D
data_path_prefix (lib.sedna.common.config.BaseConfig attribute)
data_type (lib.sedna.service.server.knowledgeBase.model.Samples attribute)
data_url (lib.sedna.service.server.knowledgeBase.model.Samples attribute)
DATASET (lib.sedna.common.class_factory.ClassType attribute)
DEBUG (lib.sedna.service.server.base.BaseServer attribute)
DEFAULT (lib.sedna.common.constant.K8sResourceKind attribute)
DefaultInferenceIntegrate (class in lib.sedna.algorithms.multi_task_learning.task_jobs.inference_integrate)
(class in lib.sedna.algorithms.seen_task_learning.inference_integration.inference_integrate)
DefaultTaskRelationDiscover (class in lib.sedna.algorithms.multi_task_learning.task_jobs.task_relation_discover)
(class in lib.sedna.algorithms.seen_task_learning.task_relation_discovery.task_relation_discovery)
DefaultTaskRemodeling (class in lib.sedna.algorithms.multi_task_learning.task_jobs.task_remodeling)
(class in lib.sedna.algorithms.seen_task_learning.task_remodeling.task_remodeling)
delete() (lib.sedna.common.file_ops.FileOps class method)
delete_from_disk() (lib.sedna.core.multi_edge_inference.components.FileOperations method)
(lib.sedna.core.multi_edge_inference.FileOperations method)
delete_topics() (lib.sedna.datasources.kafka.AdminClient method)
deploy (lib.sedna.service.server.knowledgeBase.model.TaskGrp attribute)
descr (lib.sedna.service.server.knowledgeBase.model.Samples attribute)
Detection (class in lib.sedna.service.multi_edge_inference)
(class in lib.sedna.service.multi_edge_inference.interface)
(class in lib.sedna.service.multi_edge_inference.interface.detection_endpoint)
DETECTION (lib.sedna.core.multi_edge_inference.data_classes.OP_MODE attribute)
DetectionServer (class in lib.sedna.service.multi_edge_inference)
(class in lib.sedna.service.multi_edge_inference.server)
(class in lib.sedna.service.multi_edge_inference.server.detection)
DetTrackResult (class in lib.sedna.core.multi_edge_inference.data_classes)
device_category (lib.sedna.common.config.BaseConfig attribute)
distribute_data() (lib.sedna.core.multi_edge_inference.BaseService method)
(lib.sedna.core.multi_edge_inference.components.BaseService method)
download() (lib.sedna.common.file_ops.FileOps class method)
download_single_object() (lib.sedna.datasources.obs.connector.OBSClientWrapper method)
dump() (lib.sedna.common.file_ops.FileOps class method)
dump_pickle() (lib.sedna.common.file_ops.FileOps class method)
E
EDGE_KB_DIR (lib.sedna.common.constant.KBResourceConstant attribute)
EdgeKnowledgeManagement (class in lib.sedna.core.lifelong_learning.knowledge_management)
(class in lib.sedna.core.lifelong_learning.knowledge_management.edge_knowledge_management)
engine (in module lib.sedna.service.server.knowledgeBase.database)
(in module lib.sedna.service.server.knowledgeBase.model)
evaluate() (lib.sedna.algorithms.multi_task_learning.MulTaskLearning method)
(lib.sedna.algorithms.multi_task_learning.multi_task_learning.MulTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.SeenTaskLearning method)
(lib.sedna.backend.base.BackendBase method)
(lib.sedna.backend.mindspore.MSBackend method)
(lib.sedna.backend.tensorflow.TFBackend method)
(lib.sedna.backend.torch.TorchBackend method)
(lib.sedna.core.base.JobBase method)
(lib.sedna.core.incremental_learning.incremental_learning.IncrementalLearning method)
(lib.sedna.core.incremental_learning.IncrementalLearning method)
(lib.sedna.core.lifelong_learning.lifelong_learning.LifelongLearning method)
(lib.sedna.core.lifelong_learning.LifelongLearning method)
(lib.sedna.core.multi_edge_inference.plugins.PluggableModel method)
,
[1]
evaluate_tasks() (lib.sedna.core.lifelong_learning.knowledge_management.cloud_knowledge_management.CloudKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.CloudKnowledgeManagement method)
exists() (lib.sedna.common.file_ops.FileOps class method)
EXTRACTOR (lib.sedna.common.constant.KBResourceConstant attribute)
F
FAILED (lib.sedna.common.constant.K8sResourceKindStatus attribute)
FE (class in lib.sedna.service.multi_edge_inference)
(class in lib.sedna.service.multi_edge_inference.interface)
(class in lib.sedna.service.multi_edge_inference.interface.fe_endpoint)
Feature_Extraction (class in lib.sedna.core.multi_edge_inference.plugins.registered)
FEATURE_EXTRACTION (lib.sedna.core.multi_edge_inference.plugins.PLUGIN attribute)
feature_extraction() (lib.sedna.service.multi_edge_inference.FEServer method)
(lib.sedna.service.multi_edge_inference.server.feature_extraction.FEServer method)
(lib.sedna.service.multi_edge_inference.server.FEServer method)
Feature_Extraction_I (class in lib.sedna.core.multi_edge_inference.plugins.registered)
FEATURE_EXTRACTION_I (lib.sedna.core.multi_edge_inference.plugins.PLUGIN attribute)
FEATURE_EXTRACTION_SERVICE (lib.sedna.common.constant.K8sResourceKind attribute)
FedAvg (class in lib.sedna.algorithms.aggregation)
(class in lib.sedna.algorithms.aggregation.aggregation)
FedAvgV2 (class in lib.sedna.algorithms.aggregation)
FEDERATED_LEARNING_JOB (lib.sedna.common.constant.K8sResourceKind attribute)
FederatedLearning (class in lib.sedna.core.federated_learning)
(class in lib.sedna.core.federated_learning.federated_learning)
FederatedLearningV2 (class in lib.sedna.core.federated_learning)
(class in lib.sedna.core.federated_learning.federated_learning)
FEServer (class in lib.sedna.service.multi_edge_inference)
(class in lib.sedna.service.multi_edge_inference.server)
(class in lib.sedna.service.multi_edge_inference.server.feature_extraction)
FEService (class in lib.sedna.core.multi_edge_inference.components.feature_extraction)
fetch_data() (lib.sedna.core.multi_edge_inference.BaseService method)
(lib.sedna.core.multi_edge_inference.components.BaseService method)
file_download() (lib.sedna.service.server.knowledgeBase.server.KBServer method)
file_upload() (lib.sedna.service.server.knowledgeBase.server.KBServer method)
FileOperations (class in lib.sedna.core.multi_edge_inference)
(class in lib.sedna.core.multi_edge_inference.components)
FileOps (class in lib.sedna.common.file_ops)
finetune() (lib.sedna.backend.mindspore.MSBackend method)
(lib.sedna.backend.tensorflow.KerasBackend method)
(lib.sedna.backend.tensorflow.TFBackend method)
FL_AGG (lib.sedna.common.class_factory.ClassType attribute)
flatten() (lib.sedna.core.multi_edge_inference.BaseService method)
(lib.sedna.core.multi_edge_inference.components.BaseService method)
G
gcs_download() (lib.sedna.common.file_ops.FileOps class method)
gcs_upload() (lib.sedna.common.file_ops.FileOps class method)
GENERAL (lib.sedna.common.class_factory.ClassType attribute)
get_algorithm_from_api() (lib.sedna.common.config.Context class method)
get_all_urls() (lib.sedna.service.server.base.BaseServer method)
get_cls() (lib.sedna.common.class_factory.ClassFactory class method)
get_environ_varia() (lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_detection.UnseenSampleDetection method)
get_file_hash() (lib.sedna.common.file_ops.FileOps class method)
get_files_list() (lib.sedna.core.multi_edge_inference.components.FileOperations method)
(lib.sedna.core.multi_edge_inference.FileOperations method)
get_hem_algorithm_from_config() (lib.sedna.core.incremental_learning.incremental_learning.IncrementalLearning class method)
(lib.sedna.core.incremental_learning.IncrementalLearning class method)
(lib.sedna.core.joint_inference.joint_inference.JointInference class method)
(lib.sedna.core.joint_inference.JointInference class method)
get_homography_matrix() (lib.sedna.algorithms.reid.close_contact_estimation.ContactTracker method)
get_host_ip() (in module lib.sedna.common.utils)
get_index() (lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_detection.UnseenSampleDetection method)
get_or_create() (in module lib.sedna.service.server.knowledgeBase.model)
get_parameters() (in module lib.sedna.core.multi_edge_inference.utils)
(lib.sedna.common.config.Context class method)
(lib.sedna.core.base.JobBase method)
get_plugin() (lib.sedna.core.multi_edge_inference.BaseService method)
(lib.sedna.core.multi_edge_inference.components.BaseService method)
get_target_features() (lib.sedna.core.multi_edge_inference.components.feature_extraction.FEService method)
(lib.sedna.core.multi_edge_inference.components.reid.ReID method)
(lib.sedna.service.multi_edge_inference.FE method)
(lib.sedna.service.multi_edge_inference.FEServer method)
(lib.sedna.service.multi_edge_inference.interface.FE method)
(lib.sedna.service.multi_edge_inference.interface.fe_endpoint.FE method)
(lib.sedna.service.multi_edge_inference.server.feature_extraction.FEServer method)
(lib.sedna.service.multi_edge_inference.server.FEServer method)
get_topics() (lib.sedna.datasources.kafka.consumer.Consumer method)
get_transmitter_from_config() (lib.sedna.core.federated_learning.federated_learning.FederatedLearningV2 class method)
(lib.sedna.core.federated_learning.FederatedLearningV2 class method)
get_weights() (lib.sedna.backend.base.BackendBase method)
(lib.sedna.backend.mindspore.MSBackend method)
(lib.sedna.backend.tensorflow.KerasBackend method)
(lib.sedna.backend.tensorflow.TFBackend method)
grp (lib.sedna.service.server.knowledgeBase.model.TaskRelation attribute)
grp_id (lib.sedna.service.server.knowledgeBase.model.TaskRelation attribute)
H
hardened_connect() (lib.sedna.datasources.kafka.Client method)
HEM (lib.sedna.common.class_factory.ClassType attribute)
http_download() (lib.sedna.common.file_ops.FileOps class method)
http_request() (in module lib.sedna.service.client)
I
IBTFilter (class in lib.sedna.algorithms.hard_example_mining.hard_example_mining)
id (lib.sedna.service.server.knowledgeBase.model.Samples attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskGrp attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskModel attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskRelation attribute)
(lib.sedna.service.server.knowledgeBase.model.Tasks attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskSample attribute)
in_risk_zone() (lib.sedna.algorithms.reid.close_contact_estimation.ContactTracker method)
INCREMENTAL_JOB (lib.sedna.common.constant.K8sResourceKind attribute)
IncrementalLearning (class in lib.sedna.core.incremental_learning)
(class in lib.sedna.core.incremental_learning.incremental_learning)
inference() (lib.sedna.core.base.JobBase method)
(lib.sedna.core.incremental_learning.incremental_learning.IncrementalLearning method)
(lib.sedna.core.incremental_learning.IncrementalLearning method)
(lib.sedna.core.joint_inference.BigModelService method)
(lib.sedna.core.joint_inference.joint_inference.BigModelService method)
(lib.sedna.core.joint_inference.joint_inference.JointInference method)
(lib.sedna.core.joint_inference.JointInference method)
(lib.sedna.core.lifelong_learning.lifelong_learning.LifelongLearning method)
(lib.sedna.core.lifelong_learning.LifelongLearning method)
(lib.sedna.core.multi_edge_inference.plugins.PluggableModel method)
(lib.sedna.service.client.ModelClient method)
InferenceServer (class in lib.sedna.service.server)
(class in lib.sedna.service.server.inference)
init_db() (in module lib.sedna.service.server.knowledgeBase.model)
install_signal_handlers() (lib.sedna.service.server.base.Server method)
is_current (lib.sedna.service.server.knowledgeBase.model.TaskModel attribute)
is_exists() (lib.sedna.common.class_factory.ClassFactory class method)
is_local() (lib.sedna.common.file_ops.FileOps class method)
is_remote() (lib.sedna.common.file_ops.FileOps class method)
is_test_data (lib.sedna.datasources.BaseDataSource property)
J
job_name (lib.sedna.common.config.BaseConfig attribute)
JobBase (class in lib.sedna.core.base)
join_path() (lib.sedna.common.file_ops.FileOps class method)
JOINT_INFERENCE_SERVICE (lib.sedna.common.constant.K8sResourceKind attribute)
JointInference (class in lib.sedna.core.joint_inference)
(class in lib.sedna.core.joint_inference.joint_inference)
JSONDataParse (class in lib.sedna.datasources)
K
K8sResourceKind (class in lib.sedna.common.constant)
K8sResourceKindStatus (class in lib.sedna.common.constant)
KafkaConsumerThread (class in lib.sedna.datasources.kafka.kafka_manager)
KafkaProducer (class in lib.sedna.datasources.kafka.kafka_manager)
KB_INDEX_NAME (lib.sedna.common.constant.KBResourceConstant attribute)
KBClient (class in lib.sedna.service.client)
KBResourceConstant (class in lib.sedna.common.constant)
KBServer (class in lib.sedna.service.server.knowledgeBase.server)
KBUpdateResult (class in lib.sedna.service.server.knowledgeBase.server)
KerasBackend (class in lib.sedna.backend.tensorflow)
KM (lib.sedna.common.class_factory.ClassType attribute)
L
lc_server (lib.sedna.common.config.BaseConfig attribute)
LCClient (class in lib.sedna.service.client)
LCReporter (class in lib.sedna.service.client)
lib.sedna
module
lib.sedna.__version__
module
lib.sedna.algorithms
module
lib.sedna.algorithms.aggregation
module
lib.sedna.algorithms.aggregation.aggregation
module
lib.sedna.algorithms.client_choose
module
lib.sedna.algorithms.client_choose.client_choose
module
lib.sedna.algorithms.hard_example_mining
module
lib.sedna.algorithms.hard_example_mining.hard_example_mining
module
lib.sedna.algorithms.multi_task_learning
module
lib.sedna.algorithms.multi_task_learning.multi_task_learning
module
lib.sedna.algorithms.multi_task_learning.task_jobs
module
lib.sedna.algorithms.multi_task_learning.task_jobs.artifact
module
lib.sedna.algorithms.multi_task_learning.task_jobs.inference_integrate
module
lib.sedna.algorithms.multi_task_learning.task_jobs.task_definition
module
lib.sedna.algorithms.multi_task_learning.task_jobs.task_mining
module
lib.sedna.algorithms.multi_task_learning.task_jobs.task_relation_discover
module
lib.sedna.algorithms.multi_task_learning.task_jobs.task_remodeling
module
lib.sedna.algorithms.optical_flow
module
lib.sedna.algorithms.reid
module
lib.sedna.algorithms.reid.close_contact_estimation
module
lib.sedna.algorithms.reid.multi_img_matching
module
lib.sedna.algorithms.seen_task_learning
module
lib.sedna.algorithms.seen_task_learning.artifact
module
lib.sedna.algorithms.seen_task_learning.inference_integration
module
lib.sedna.algorithms.seen_task_learning.inference_integration.base_inference_integrate
module
lib.sedna.algorithms.seen_task_learning.inference_integration.inference_integrate
module
lib.sedna.algorithms.seen_task_learning.seen_task_learning
module
lib.sedna.algorithms.seen_task_learning.task_allocation
module
lib.sedna.algorithms.seen_task_learning.task_allocation.base_task_allocation
module
lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation
module
lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation_by_origin
module
lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation_stream
module
lib.sedna.algorithms.seen_task_learning.task_definition
module
lib.sedna.algorithms.seen_task_learning.task_definition.base_task_definition
module
lib.sedna.algorithms.seen_task_learning.task_definition.task_definition
module
lib.sedna.algorithms.seen_task_learning.task_definition.task_definition_by_origin
module
lib.sedna.algorithms.seen_task_learning.task_relation_discovery
module
lib.sedna.algorithms.seen_task_learning.task_relation_discovery.base_task_relation_discovery
module
lib.sedna.algorithms.seen_task_learning.task_relation_discovery.task_relation_discovery
module
lib.sedna.algorithms.seen_task_learning.task_remodeling
module
lib.sedna.algorithms.seen_task_learning.task_remodeling.base_task_remodeling
module
lib.sedna.algorithms.seen_task_learning.task_remodeling.task_remodeling
module
lib.sedna.algorithms.seen_task_learning.task_update_decision
module
lib.sedna.algorithms.seen_task_learning.task_update_decision.base_task_update_decision
module
lib.sedna.algorithms.seen_task_learning.task_update_decision.task_update_decision_finetune
module
lib.sedna.algorithms.transmitter
module
lib.sedna.algorithms.transmitter.transmitter
module
lib.sedna.algorithms.unseen_task_detect
module
lib.sedna.algorithms.unseen_task_detect.unseen_task_detect
module
lib.sedna.algorithms.unseen_task_detection
module
lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition
module
lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.base_unseen_sample_re_recognition
module
lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.unseen_sample_re_recognition
module
lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition
module
lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.base_unseen_sample_recognition
module
lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_detection
module
lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_recognition
module
lib.sedna.algorithms.unseen_task_processing
module
lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation
module
lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation.base_unseen_task_allocation
module
lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation.unseen_task_allocation
module
lib.sedna.algorithms.unseen_task_processing.unseen_task_processing
module
lib.sedna.backend
module
lib.sedna.backend.base
module
lib.sedna.backend.mindspore
module
lib.sedna.backend.tensorflow
module
lib.sedna.backend.torch
module
lib.sedna.common
module
lib.sedna.common.class_factory
module
lib.sedna.common.config
module
lib.sedna.common.constant
module
lib.sedna.common.file_ops
module
lib.sedna.common.log
module
lib.sedna.common.utils
module
lib.sedna.core
module
lib.sedna.core.base
module
lib.sedna.core.federated_learning
module
lib.sedna.core.federated_learning.federated_learning
module
lib.sedna.core.incremental_learning
module
lib.sedna.core.incremental_learning.incremental_learning
module
lib.sedna.core.joint_inference
module
lib.sedna.core.joint_inference.joint_inference
module
lib.sedna.core.lifelong_learning
module
lib.sedna.core.lifelong_learning.knowledge_management
module
lib.sedna.core.lifelong_learning.knowledge_management.base_knowledge_management
module
lib.sedna.core.lifelong_learning.knowledge_management.cloud_knowledge_management
module
lib.sedna.core.lifelong_learning.knowledge_management.edge_knowledge_management
module
lib.sedna.core.lifelong_learning.lifelong_learning
module
lib.sedna.core.multi_edge_inference
module
lib.sedna.core.multi_edge_inference.components
module
lib.sedna.core.multi_edge_inference.components.detector
module
lib.sedna.core.multi_edge_inference.components.feature_extraction
module
lib.sedna.core.multi_edge_inference.components.reid
module
lib.sedna.core.multi_edge_inference.data_classes
module
lib.sedna.core.multi_edge_inference.plugins
module
lib.sedna.core.multi_edge_inference.plugins.registered
module
lib.sedna.core.multi_edge_inference.utils
module
lib.sedna.datasources
module
lib.sedna.datasources.kafka
module
lib.sedna.datasources.kafka.consumer
module
lib.sedna.datasources.kafka.kafka_manager
module
lib.sedna.datasources.kafka.producer
module
lib.sedna.datasources.obs
module
lib.sedna.datasources.obs.connector
module
lib.sedna.service
module
lib.sedna.service.client
module
lib.sedna.service.multi_edge_inference
module
lib.sedna.service.multi_edge_inference.interface
module
lib.sedna.service.multi_edge_inference.interface.detection_endpoint
module
lib.sedna.service.multi_edge_inference.interface.fe_endpoint
module
lib.sedna.service.multi_edge_inference.interface.reid_endpoint
module
lib.sedna.service.multi_edge_inference.server
module
lib.sedna.service.multi_edge_inference.server.detection
module
lib.sedna.service.multi_edge_inference.server.feature_extraction
module
lib.sedna.service.multi_edge_inference.server.reid
module
lib.sedna.service.run_kb
module
lib.sedna.service.server
module
lib.sedna.service.server.aggregation
module
lib.sedna.service.server.base
module
lib.sedna.service.server.inference
module
lib.sedna.service.server.knowledgeBase
module
lib.sedna.service.server.knowledgeBase.database
module
lib.sedna.service.server.knowledgeBase.model
module
lib.sedna.service.server.knowledgeBase.server
module
LIFELONG_JOB (lib.sedna.common.constant.K8sResourceKind attribute)
LifelongLearning (class in lib.sedna.core.lifelong_learning)
(class in lib.sedna.core.lifelong_learning.lifelong_learning)
list_objects() (lib.sedna.datasources.obs.connector.OBSClientWrapper method)
load() (lib.sedna.algorithms.multi_task_learning.MulTaskLearning method)
(lib.sedna.algorithms.multi_task_learning.multi_task_learning.MulTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.unseen_task_processing.unseen_task_processing.UnseenTaskProcessing method)
(lib.sedna.algorithms.unseen_task_processing.UnseenTaskProcessing method)
(lib.sedna.backend.base.BackendBase method)
(lib.sedna.backend.torch.TorchBackend method)
(lib.sedna.common.file_ops.FileOps class method)
(lib.sedna.core.multi_edge_inference.plugins.PluggableModel method)
load_anno_from_ids() (lib.sedna.datasources.JSONDataParse method)
load_pickle() (lib.sedna.common.file_ops.FileOps class method)
load_weights() (lib.sedna.backend.mindspore.MSBackend method)
(lib.sedna.backend.tensorflow.TFBackend method)
LOG_LEVEL (in module lib.sedna.common.log)
log_level (lib.sedna.common.config.BaseConfig attribute)
Logger (class in lib.sedna.common.log)
LOGGER (in module lib.sedna.common.log)
M
main() (in module lib.sedna.service.run_kb)
make_base_dir() (lib.sedna.common.file_ops.FileOps class method)
make_dir() (lib.sedna.common.file_ops.FileOps class method)
match_query_to_targets() (in module lib.sedna.algorithms.reid.multi_img_matching)
max_size (lib.sedna.service.client.AggregationClient attribute)
MIN_TRAIN_SAMPLE (lib.sedna.common.constant.KBResourceConstant attribute)
MistNet (class in lib.sedna.algorithms.aggregation)
Model (class in lib.sedna.algorithms.multi_task_learning.task_jobs.artifact)
(class in lib.sedna.algorithms.seen_task_learning.artifact)
model_info() (lib.sedna.backend.base.BackendBase method)
(lib.sedna.backend.tensorflow.TFBackend method)
(lib.sedna.service.server.inference.InferenceServer method)
(lib.sedna.service.server.InferenceServer method)
model_name (lib.sedna.backend.base.BackendBase property)
(lib.sedna.common.config.BaseConfig attribute)
(lib.sedna.core.multi_edge_inference.plugins.PluggableModel property)
MODEL_NOT_FOUND (in module lib.sedna.core.multi_edge_inference.plugins)
model_path (lib.sedna.core.base.JobBase property)
(lib.sedna.core.multi_edge_inference.plugins.PluggableModel property)
model_url (lib.sedna.common.config.BaseConfig attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskModel attribute)
ModelClient (class in lib.sedna.service.client)
ModelProbeFilter (class in lib.sedna.algorithms.unseen_task_detect)
(class in lib.sedna.algorithms.unseen_task_detect.unseen_task_detect)
module
lib.sedna
lib.sedna.__version__
lib.sedna.algorithms
lib.sedna.algorithms.aggregation
lib.sedna.algorithms.aggregation.aggregation
lib.sedna.algorithms.client_choose
lib.sedna.algorithms.client_choose.client_choose
lib.sedna.algorithms.hard_example_mining
lib.sedna.algorithms.hard_example_mining.hard_example_mining
lib.sedna.algorithms.multi_task_learning
lib.sedna.algorithms.multi_task_learning.multi_task_learning
lib.sedna.algorithms.multi_task_learning.task_jobs
lib.sedna.algorithms.multi_task_learning.task_jobs.artifact
lib.sedna.algorithms.multi_task_learning.task_jobs.inference_integrate
lib.sedna.algorithms.multi_task_learning.task_jobs.task_definition
lib.sedna.algorithms.multi_task_learning.task_jobs.task_mining
lib.sedna.algorithms.multi_task_learning.task_jobs.task_relation_discover
lib.sedna.algorithms.multi_task_learning.task_jobs.task_remodeling
lib.sedna.algorithms.optical_flow
lib.sedna.algorithms.reid
lib.sedna.algorithms.reid.close_contact_estimation
lib.sedna.algorithms.reid.multi_img_matching
lib.sedna.algorithms.seen_task_learning
lib.sedna.algorithms.seen_task_learning.artifact
lib.sedna.algorithms.seen_task_learning.inference_integration
lib.sedna.algorithms.seen_task_learning.inference_integration.base_inference_integrate
lib.sedna.algorithms.seen_task_learning.inference_integration.inference_integrate
lib.sedna.algorithms.seen_task_learning.seen_task_learning
lib.sedna.algorithms.seen_task_learning.task_allocation
lib.sedna.algorithms.seen_task_learning.task_allocation.base_task_allocation
lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation
lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation_by_origin
lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation_stream
lib.sedna.algorithms.seen_task_learning.task_definition
lib.sedna.algorithms.seen_task_learning.task_definition.base_task_definition
lib.sedna.algorithms.seen_task_learning.task_definition.task_definition
lib.sedna.algorithms.seen_task_learning.task_definition.task_definition_by_origin
lib.sedna.algorithms.seen_task_learning.task_relation_discovery
lib.sedna.algorithms.seen_task_learning.task_relation_discovery.base_task_relation_discovery
lib.sedna.algorithms.seen_task_learning.task_relation_discovery.task_relation_discovery
lib.sedna.algorithms.seen_task_learning.task_remodeling
lib.sedna.algorithms.seen_task_learning.task_remodeling.base_task_remodeling
lib.sedna.algorithms.seen_task_learning.task_remodeling.task_remodeling
lib.sedna.algorithms.seen_task_learning.task_update_decision
lib.sedna.algorithms.seen_task_learning.task_update_decision.base_task_update_decision
lib.sedna.algorithms.seen_task_learning.task_update_decision.task_update_decision_finetune
lib.sedna.algorithms.transmitter
lib.sedna.algorithms.transmitter.transmitter
lib.sedna.algorithms.unseen_task_detect
lib.sedna.algorithms.unseen_task_detect.unseen_task_detect
lib.sedna.algorithms.unseen_task_detection
lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition
lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.base_unseen_sample_re_recognition
lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.unseen_sample_re_recognition
lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition
lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.base_unseen_sample_recognition
lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_detection
lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_recognition
lib.sedna.algorithms.unseen_task_processing
lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation
lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation.base_unseen_task_allocation
lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation.unseen_task_allocation
lib.sedna.algorithms.unseen_task_processing.unseen_task_processing
lib.sedna.backend
lib.sedna.backend.base
lib.sedna.backend.mindspore
lib.sedna.backend.tensorflow
lib.sedna.backend.torch
lib.sedna.common
lib.sedna.common.class_factory
lib.sedna.common.config
lib.sedna.common.constant
lib.sedna.common.file_ops
lib.sedna.common.log
lib.sedna.common.utils
lib.sedna.core
lib.sedna.core.base
lib.sedna.core.federated_learning
lib.sedna.core.federated_learning.federated_learning
lib.sedna.core.incremental_learning
lib.sedna.core.incremental_learning.incremental_learning
lib.sedna.core.joint_inference
lib.sedna.core.joint_inference.joint_inference
lib.sedna.core.lifelong_learning
lib.sedna.core.lifelong_learning.knowledge_management
lib.sedna.core.lifelong_learning.knowledge_management.base_knowledge_management
lib.sedna.core.lifelong_learning.knowledge_management.cloud_knowledge_management
lib.sedna.core.lifelong_learning.knowledge_management.edge_knowledge_management
lib.sedna.core.lifelong_learning.lifelong_learning
lib.sedna.core.multi_edge_inference
lib.sedna.core.multi_edge_inference.components
lib.sedna.core.multi_edge_inference.components.detector
lib.sedna.core.multi_edge_inference.components.feature_extraction
lib.sedna.core.multi_edge_inference.components.reid
lib.sedna.core.multi_edge_inference.data_classes
lib.sedna.core.multi_edge_inference.plugins
lib.sedna.core.multi_edge_inference.plugins.registered
lib.sedna.core.multi_edge_inference.utils
lib.sedna.datasources
lib.sedna.datasources.kafka
lib.sedna.datasources.kafka.consumer
lib.sedna.datasources.kafka.kafka_manager
lib.sedna.datasources.kafka.producer
lib.sedna.datasources.obs
lib.sedna.datasources.obs.connector
lib.sedna.service
lib.sedna.service.client
lib.sedna.service.multi_edge_inference
lib.sedna.service.multi_edge_inference.interface
lib.sedna.service.multi_edge_inference.interface.detection_endpoint
lib.sedna.service.multi_edge_inference.interface.fe_endpoint
lib.sedna.service.multi_edge_inference.interface.reid_endpoint
lib.sedna.service.multi_edge_inference.server
lib.sedna.service.multi_edge_inference.server.detection
lib.sedna.service.multi_edge_inference.server.feature_extraction
lib.sedna.service.multi_edge_inference.server.reid
lib.sedna.service.run_kb
lib.sedna.service.server
lib.sedna.service.server.aggregation
lib.sedna.service.server.base
lib.sedna.service.server.inference
lib.sedna.service.server.knowledgeBase
lib.sedna.service.server.knowledgeBase.database
lib.sedna.service.server.knowledgeBase.model
lib.sedna.service.server.knowledgeBase.server
MSBackend (class in lib.sedna.backend.mindspore)
MTL (lib.sedna.common.class_factory.ClassType attribute)
MulTaskLearning (class in lib.sedna.algorithms.multi_task_learning)
(class in lib.sedna.algorithms.multi_task_learning.multi_task_learning)
N
name (lib.sedna.service.server.knowledgeBase.model.TaskGrp attribute)
(lib.sedna.service.server.knowledgeBase.model.Tasks attribute)
namespace (lib.sedna.common.config.BaseConfig attribute)
NOOP (lib.sedna.core.multi_edge_inference.data_classes.OP_MODE attribute)
num_examples() (lib.sedna.datasources.BaseDataSource method)
num_samples (lib.sedna.algorithms.aggregation.AggClient attribute)
(lib.sedna.algorithms.aggregation.aggregation.AggClient attribute)
O
obj_to_pickle_string() (lib.sedna.common.file_ops.FileOps class method)
ObjectDetector (class in lib.sedna.core.multi_edge_inference.components.detector)
OBSClientWrapper (class in lib.sedna.datasources.obs.connector)
OF (lib.sedna.common.class_factory.ClassType attribute)
on_send_error() (lib.sedna.datasources.kafka.producer.Producer method)
on_send_success() (lib.sedna.datasources.kafka.producer.Producer method)
OP_MODE (class in lib.sedna.core.multi_edge_inference.data_classes)
original_dataset_url (lib.sedna.common.config.BaseConfig attribute)
P
parameters (lib.sedna.common.config.BaseConfig attribute)
(lib.sedna.common.config.Context attribute)
(lib.sedna.core.base.JobBase attribute)
parse() (lib.sedna.datasources.BaseDataSource method)
(lib.sedna.datasources.CSVDataParse method)
(lib.sedna.datasources.JSONDataParse method)
(lib.sedna.datasources.TxtDataParse method)
parse_json() (lib.sedna.datasources.CSVDataParse static method)
parse_kwargs() (lib.sedna.backend.base.BackendBase static method)
pause() (lib.sedna.datasources.kafka.consumer.Consumer method)
pickle_string_to_obj() (lib.sedna.common.file_ops.FileOps class method)
PluggableModel (class in lib.sedna.core.multi_edge_inference.plugins)
PluggableNetworkService (class in lib.sedna.core.multi_edge_inference.plugins)
PLUGIN (class in lib.sedna.core.multi_edge_inference.plugins)
POLL_INTERVAL (in module lib.sedna.core.multi_edge_inference)
(in module lib.sedna.core.multi_edge_inference.components)
predict() (lib.sedna.algorithms.multi_task_learning.MulTaskLearning method)
(lib.sedna.algorithms.multi_task_learning.multi_task_learning.MulTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.unseen_task_processing.unseen_task_processing.UnseenTaskProcessing method)
(lib.sedna.algorithms.unseen_task_processing.UnseenTaskProcessing method)
(lib.sedna.backend.base.BackendBase method)
(lib.sedna.backend.mindspore.MSBackend method)
(lib.sedna.backend.tensorflow.TFBackend method)
(lib.sedna.backend.torch.TorchBackend method)
(lib.sedna.service.server.inference.InferenceServer method)
(lib.sedna.service.server.InferenceServer method)
predict_proba() (lib.sedna.backend.base.BackendBase method)
prep_homography() (lib.sedna.algorithms.reid.close_contact_estimation.ContactTracker method)
preprocess() (lib.sedna.core.multi_edge_inference.BaseService method)
(lib.sedna.core.multi_edge_inference.components.BaseService method)
(lib.sedna.core.multi_edge_inference.components.detector.ObjectDetector method)
pretrained_model_url (lib.sedna.common.config.BaseConfig attribute)
process_data() (lib.sedna.core.multi_edge_inference.BaseService method)
(lib.sedna.core.multi_edge_inference.components.BaseService method)
(lib.sedna.core.multi_edge_inference.components.detector.ObjectDetector method)
(lib.sedna.core.multi_edge_inference.components.feature_extraction.FEService method)
(lib.sedna.core.multi_edge_inference.components.reid.ReID method)
Producer (class in lib.sedna.datasources.kafka.producer)
publish_data_asynchronous() (lib.sedna.datasources.kafka.producer.Producer method)
publish_data_synchronous() (lib.sedna.datasources.kafka.producer.Producer method)
put() (lib.sedna.core.multi_edge_inference.BaseService method)
(lib.sedna.core.multi_edge_inference.components.BaseService method)
Q
query() (lib.sedna.service.server.knowledgeBase.server.KBServer method)
R
read_from_disk() (lib.sedna.core.multi_edge_inference.components.FileOperations method)
(lib.sedna.core.multi_edge_inference.FileOperations method)
recv() (lib.sedna.algorithms.transmitter.S3Transmitter method)
(lib.sedna.algorithms.transmitter.transmitter.AbstractTransmitter method)
(lib.sedna.algorithms.transmitter.transmitter.S3Transmitter method)
(lib.sedna.algorithms.transmitter.transmitter.WSTransmitter method)
(lib.sedna.algorithms.transmitter.WSTransmitter method)
(lib.sedna.service.client.AggregationClient method)
register() (lib.sedna.common.class_factory.ClassFactory class method)
(lib.sedna.core.federated_learning.federated_learning.FederatedLearning method)
(lib.sedna.core.federated_learning.FederatedLearning method)
register_cls() (lib.sedna.common.class_factory.ClassFactory class method)
register_from_package() (lib.sedna.common.class_factory.ClassFactory class method)
ReID (class in lib.sedna.core.multi_edge_inference.components.reid)
REID (lib.sedna.core.multi_edge_inference.plugins.PLUGIN attribute)
reid() (lib.sedna.service.multi_edge_inference.ReIDServer method)
(lib.sedna.service.multi_edge_inference.server.reid.ReIDServer method)
(lib.sedna.service.multi_edge_inference.server.ReIDServer method)
ReID_Endpoint (class in lib.sedna.service.multi_edge_inference)
(class in lib.sedna.service.multi_edge_inference.interface)
(class in lib.sedna.service.multi_edge_inference.interface.reid_endpoint)
ReID_I (class in lib.sedna.core.multi_edge_inference.plugins.registered)
REID_I (lib.sedna.core.multi_edge_inference.plugins.PLUGIN attribute)
REID_JOB (lib.sedna.common.constant.K8sResourceKind attribute)
REID_MANAGER (lib.sedna.core.multi_edge_inference.plugins.PLUGIN attribute)
REID_MANAGER_I (lib.sedna.core.multi_edge_inference.plugins.PLUGIN attribute)
ReID_Server (class in lib.sedna.core.multi_edge_inference.plugins.registered)
ReIDServer (class in lib.sedna.service.multi_edge_inference)
(class in lib.sedna.service.multi_edge_inference.server)
(class in lib.sedna.service.multi_edge_inference.server.reid)
remove_path_prefix() (lib.sedna.common.file_ops.FileOps class method)
report_task_info() (lib.sedna.core.base.JobBase method)
resume() (lib.sedna.datasources.kafka.consumer.Consumer method)
run() (lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_detection.UnseenSampleDetection method)
(lib.sedna.datasources.kafka.kafka_manager.KafkaConsumerThread method)
(lib.sedna.service.client.LCReporter method)
(lib.sedna.service.server.base.BaseServer method)
run_in_thread() (lib.sedna.service.server.base.Server method)
RUNNING (lib.sedna.common.constant.K8sResourceKindStatus attribute)
S
s3_download() (lib.sedna.common.file_ops.FileOps class method)
s3_endpoint_url (lib.sedna.common.config.BaseConfig attribute)
s3_upload() (lib.sedna.common.file_ops.FileOps class method)
S3Transmitter (class in lib.sedna.algorithms.transmitter)
(class in lib.sedna.algorithms.transmitter.transmitter)
sample (lib.sedna.service.server.knowledgeBase.model.TaskSample attribute)
sample_id (lib.sedna.service.server.knowledgeBase.model.TaskSample attribute)
sample_num (lib.sedna.service.server.knowledgeBase.model.Samples attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskGrp attribute)
SampleRegonitionDefault (class in lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_recognition)
SampleReRegonitionDefault (class in lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.unseen_sample_re_recognition)
Samples (class in lib.sedna.service.server.knowledgeBase.model)
save() (lib.sedna.backend.base.BackendBase method)
(lib.sedna.datasources.BaseDataSource method)
save_task_index() (lib.sedna.core.lifelong_learning.knowledge_management.base_knowledge_management.BaseKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.BaseKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.cloud_knowledge_management.CloudKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.CloudKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.edge_knowledge_management.EdgeKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.EdgeKnowledgeManagement method)
save_unseen_samples() (lib.sedna.core.lifelong_learning.knowledge_management.edge_knowledge_management.EdgeKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.EdgeKnowledgeManagement method)
secret_access_key (lib.sedna.common.config.BaseConfig attribute)
SEEN_TASK (lib.sedna.common.constant.KBResourceConstant attribute)
SeenTaskLearning (class in lib.sedna.algorithms.seen_task_learning)
(class in lib.sedna.algorithms.seen_task_learning.seen_task_learning)
send() (lib.sedna.algorithms.transmitter.S3Transmitter method)
(lib.sedna.algorithms.transmitter.transmitter.AbstractTransmitter method)
(lib.sedna.algorithms.transmitter.transmitter.S3Transmitter method)
(lib.sedna.algorithms.transmitter.transmitter.WSTransmitter method)
(lib.sedna.algorithms.transmitter.WSTransmitter method)
(lib.sedna.service.client.AggregationClient method)
(lib.sedna.service.client.LCClient class method)
Server (class in lib.sedna.service.server.base)
service_name (lib.sedna.common.config.BaseConfig attribute)
SessionLocal (in module lib.sedna.service.server.knowledgeBase.database)
set_backend() (in module lib.sedna.backend)
set_session() (lib.sedna.backend.tensorflow.KerasBackend method)
set_weights() (lib.sedna.backend.base.BackendBase method)
(lib.sedna.backend.mindspore.MSBackend method)
(lib.sedna.backend.tensorflow.KerasBackend method)
(lib.sedna.backend.tensorflow.TFBackend method)
SimpleClientChoose (class in lib.sedna.algorithms.client_choose)
(class in lib.sedna.algorithms.client_choose.client_choose)
singleton() (in module lib.sedna.common.utils)
SQLALCHEMY_DATABASE_URL (in module lib.sedna.service.server.knowledgeBase.database)
start() (lib.sedna.core.joint_inference.BigModelService method)
(lib.sedna.core.joint_inference.joint_inference.BigModelService method)
(lib.sedna.service.multi_edge_inference.DetectionServer method)
(lib.sedna.service.multi_edge_inference.FEServer method)
(lib.sedna.service.multi_edge_inference.ReIDServer method)
(lib.sedna.service.multi_edge_inference.server.detection.DetectionServer method)
(lib.sedna.service.multi_edge_inference.server.DetectionServer method)
(lib.sedna.service.multi_edge_inference.server.feature_extraction.FEServer method)
(lib.sedna.service.multi_edge_inference.server.FEServer method)
(lib.sedna.service.multi_edge_inference.server.reid.ReIDServer method)
(lib.sedna.service.multi_edge_inference.server.ReIDServer method)
(lib.sedna.service.server.aggregation.AggregationServer method)
(lib.sedna.service.server.aggregation.AggregationServerV2 method)
(lib.sedna.service.server.AggregationServer method)
(lib.sedna.service.server.AggregationServerV2 method)
(lib.sedna.service.server.inference.InferenceServer method)
(lib.sedna.service.server.InferenceServer method)
(lib.sedna.service.server.knowledgeBase.server.KBServer method)
start_services() (lib.sedna.core.lifelong_learning.knowledge_management.edge_knowledge_management.EdgeKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.EdgeKnowledgeManagement method)
status (lib.sedna.service.server.knowledgeBase.server.KBUpdateResult attribute)
status() (lib.sedna.service.multi_edge_inference.DetectionServer method)
(lib.sedna.service.multi_edge_inference.FEServer method)
(lib.sedna.service.multi_edge_inference.ReIDServer method)
(lib.sedna.service.multi_edge_inference.server.detection.DetectionServer method)
(lib.sedna.service.multi_edge_inference.server.DetectionServer method)
(lib.sedna.service.multi_edge_inference.server.feature_extraction.FEServer method)
(lib.sedna.service.multi_edge_inference.server.FEServer method)
(lib.sedna.service.multi_edge_inference.server.reid.ReIDServer method)
(lib.sedna.service.multi_edge_inference.server.ReIDServer method)
STP (lib.sedna.common.class_factory.ClassType attribute)
subscribe() (lib.sedna.datasources.kafka.consumer.Consumer method)
T
Target (class in lib.sedna.core.multi_edge_inference.data_classes)
TargetImages (class in lib.sedna.core.multi_edge_inference.data_classes)
Task (class in lib.sedna.algorithms.multi_task_learning.task_jobs.artifact)
(class in lib.sedna.algorithms.seen_task_learning.artifact)
task (lib.sedna.service.server.knowledgeBase.model.TaskModel attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskRelation attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskSample attribute)
task_attr (lib.sedna.service.server.knowledgeBase.model.Tasks attribute)
TASK_EXTRACTOR_NAME (lib.sedna.common.constant.KBResourceConstant attribute)
TASK_GROUPS (lib.sedna.common.constant.KBResourceConstant attribute)
task_id (lib.sedna.service.server.knowledgeBase.model.TaskModel attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskRelation attribute)
(lib.sedna.service.server.knowledgeBase.model.TaskSample attribute)
task_num (lib.sedna.service.server.knowledgeBase.model.TaskGrp attribute)
TaskAllocationByDataAttr (class in lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation)
TaskAllocationByOrigin (class in lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation_by_origin)
TaskAllocationBySVC (class in lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation)
TaskAllocationDefault (class in lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation)
TaskAllocationStream (class in lib.sedna.algorithms.seen_task_learning.task_allocation.task_allocation_stream)
TaskAttrFilter (class in lib.sedna.algorithms.unseen_task_detect)
(class in lib.sedna.algorithms.unseen_task_detect.unseen_task_detect)
TaskDefinitionByDataAttr (class in lib.sedna.algorithms.multi_task_learning.task_jobs.task_definition)
(class in lib.sedna.algorithms.seen_task_learning.task_definition.task_definition)
TaskDefinitionByOrigin (class in lib.sedna.algorithms.seen_task_learning.task_definition.task_definition_by_origin)
TaskDefinitionBySVC (class in lib.sedna.algorithms.multi_task_learning.task_jobs.task_definition)
(class in lib.sedna.algorithms.seen_task_learning.task_definition.task_definition)
TaskGroup (class in lib.sedna.algorithms.multi_task_learning.task_jobs.artifact)
(class in lib.sedna.algorithms.seen_task_learning.artifact)
TaskGrp (class in lib.sedna.service.server.knowledgeBase.model)
TaskItem (class in lib.sedna.service.server.knowledgeBase.server)
TaskMiningByDataAttr (class in lib.sedna.algorithms.multi_task_learning.task_jobs.task_mining)
TaskMiningBySVC (class in lib.sedna.algorithms.multi_task_learning.task_jobs.task_mining)
TaskModel (class in lib.sedna.service.server.knowledgeBase.model)
TaskRelation (class in lib.sedna.service.server.knowledgeBase.model)
Tasks (class in lib.sedna.service.server.knowledgeBase.model)
tasks (lib.sedna.service.server.knowledgeBase.server.KBUpdateResult attribute)
(lib.sedna.service.server.knowledgeBase.server.TaskItem attribute)
TaskSample (class in lib.sedna.service.server.knowledgeBase.model)
tensor_reshape() (in module lib.sedna.algorithms.reid.multi_img_matching)
test_dataset_url (lib.sedna.common.config.BaseConfig attribute)
TFBackend (class in lib.sedna.backend.tensorflow)
ThresholdFilter (class in lib.sedna.algorithms.hard_example_mining.hard_example_mining)
tmp (in module lib.sedna.__version__)
to_rectangle() (lib.sedna.algorithms.reid.close_contact_estimation.ContactTracker method)
TorchBackend (class in lib.sedna.backend.torch)
TRACKING (lib.sedna.core.multi_edge_inference.data_classes.OP_MODE attribute)
train() (lib.sedna.algorithms.multi_task_learning.MulTaskLearning method)
(lib.sedna.algorithms.multi_task_learning.multi_task_learning.MulTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.unseen_task_processing.unseen_task_processing.UnseenTaskProcessing method)
(lib.sedna.algorithms.unseen_task_processing.UnseenTaskProcessing method)
(lib.sedna.backend.base.BackendBase method)
(lib.sedna.backend.mindspore.MSBackend method)
(lib.sedna.backend.tensorflow.TFBackend method)
(lib.sedna.backend.torch.TorchBackend method)
(lib.sedna.core.base.JobBase method)
(lib.sedna.core.federated_learning.federated_learning.FederatedLearning method)
(lib.sedna.core.federated_learning.federated_learning.FederatedLearningV2 method)
(lib.sedna.core.federated_learning.FederatedLearning method)
(lib.sedna.core.federated_learning.FederatedLearningV2 method)
(lib.sedna.core.incremental_learning.incremental_learning.IncrementalLearning method)
(lib.sedna.core.incremental_learning.IncrementalLearning method)
(lib.sedna.core.joint_inference.BigModelService method)
(lib.sedna.core.joint_inference.joint_inference.BigModelService method)
(lib.sedna.core.lifelong_learning.lifelong_learning.LifelongLearning method)
(lib.sedna.core.lifelong_learning.LifelongLearning method)
(lib.sedna.core.multi_edge_inference.plugins.PluggableModel method)
train_dataset_url (lib.sedna.common.config.BaseConfig attribute)
transfer_radio (lib.sedna.service.server.knowledgeBase.model.TaskRelation attribute)
transmit() (lib.sedna.service.multi_edge_inference.Detection method)
(lib.sedna.service.multi_edge_inference.FE method)
(lib.sedna.service.multi_edge_inference.interface.Detection method)
(lib.sedna.service.multi_edge_inference.interface.detection_endpoint.Detection method)
(lib.sedna.service.multi_edge_inference.interface.FE method)
(lib.sedna.service.multi_edge_inference.interface.fe_endpoint.FE method)
(lib.sedna.service.multi_edge_inference.interface.ReID_Endpoint method)
(lib.sedna.service.multi_edge_inference.interface.reid_endpoint.ReID_Endpoint method)
(lib.sedna.service.multi_edge_inference.ReID_Endpoint method)
transmitter (lib.sedna.common.config.BaseConfig attribute)
TxtDataParse (class in lib.sedna.datasources)
U
UNSEEN_TASK (lib.sedna.common.constant.KBResourceConstant attribute)
UnseenSampleDetection (class in lib.sedna.algorithms.unseen_task_detection.unseen_sample_recognition.unseen_sample_detection)
UnseenTaskAllocationDefault (class in lib.sedna.algorithms.unseen_task_processing.unseen_task_allocation.unseen_task_allocation)
UnseenTaskProcessing (class in lib.sedna.algorithms.unseen_task_processing)
(class in lib.sedna.algorithms.unseen_task_processing.unseen_task_processing)
update() (lib.sedna.algorithms.seen_task_learning.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.seen_task_learning.SeenTaskLearning method)
(lib.sedna.algorithms.unseen_task_processing.unseen_task_processing.UnseenTaskProcessing method)
(lib.sedna.algorithms.unseen_task_processing.UnseenTaskProcessing method)
(lib.sedna.backend.base.BackendBase method)
(lib.sedna.core.lifelong_learning.lifelong_learning.LifelongLearning method)
(lib.sedna.core.lifelong_learning.LifelongLearning method)
(lib.sedna.service.server.knowledgeBase.server.KBServer method)
update_db() (lib.sedna.service.client.KBClient method)
update_for_collaboration_inference() (lib.sedna.service.client.LCReporter method)
update_for_edge_inference() (lib.sedna.service.client.LCReporter method)
update_kb() (lib.sedna.core.lifelong_learning.knowledge_management.base_knowledge_management.BaseKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.BaseKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.cloud_knowledge_management.CloudKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.CloudKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.edge_knowledge_management.EdgeKnowledgeManagement method)
(lib.sedna.core.lifelong_learning.knowledge_management.EdgeKnowledgeManagement method)
update_operational_mode() (lib.sedna.core.multi_edge_inference.BaseService method)
(lib.sedna.core.multi_edge_inference.components.BaseService method)
(lib.sedna.core.multi_edge_inference.components.detector.ObjectDetector method)
(lib.sedna.core.multi_edge_inference.components.feature_extraction.FEService method)
(lib.sedna.core.multi_edge_inference.components.reid.ReID method)
update_plugin() (lib.sedna.core.multi_edge_inference.plugins.PluggableModel method)
update_service() (lib.sedna.service.multi_edge_inference.Detection method)
(lib.sedna.service.multi_edge_inference.DetectionServer method)
(lib.sedna.service.multi_edge_inference.FE method)
(lib.sedna.service.multi_edge_inference.FEServer method)
(lib.sedna.service.multi_edge_inference.interface.Detection method)
(lib.sedna.service.multi_edge_inference.interface.detection_endpoint.Detection method)
(lib.sedna.service.multi_edge_inference.interface.FE method)
(lib.sedna.service.multi_edge_inference.interface.fe_endpoint.FE method)
(lib.sedna.service.multi_edge_inference.server.detection.DetectionServer method)
(lib.sedna.service.multi_edge_inference.server.DetectionServer method)
(lib.sedna.service.multi_edge_inference.server.feature_extraction.FEServer method)
(lib.sedna.service.multi_edge_inference.server.FEServer method)
update_status() (lib.sedna.service.server.knowledgeBase.server.KBServer method)
update_task_status() (lib.sedna.service.client.KBClient method)
updated_at (lib.sedna.service.server.knowledgeBase.model.Samples attribute)
(lib.sedna.service.server.knowledgeBase.model.Tasks attribute)
upload() (lib.sedna.common.file_ops.FileOps class method)
upload_file() (lib.sedna.datasources.obs.connector.OBSClientWrapper method)
(lib.sedna.service.client.KBClient method)
UTD (lib.sedna.common.class_factory.ClassType attribute)
UTP (lib.sedna.common.class_factory.ClassType attribute)
V
VIDEO_ANALYTICS (lib.sedna.core.multi_edge_inference.plugins.PLUGIN attribute)
video_analytics() (lib.sedna.service.multi_edge_inference.DetectionServer method)
(lib.sedna.service.multi_edge_inference.server.detection.DetectionServer method)
(lib.sedna.service.multi_edge_inference.server.DetectionServer method)
VIDEO_ANALYTICS_I (lib.sedna.core.multi_edge_inference.plugins.PLUGIN attribute)
VIDEO_ANALYTICS_JOB (lib.sedna.common.constant.K8sResourceKind attribute)
VideoAnalytics (class in lib.sedna.core.multi_edge_inference.plugins.registered)
VideoAnalytics_I (class in lib.sedna.core.multi_edge_inference.plugins.registered)
W
wait_stop() (lib.sedna.service.server.base.BaseServer method)
WAIT_TIME (lib.sedna.service.server.base.BaseServer attribute)
weights (lib.sedna.algorithms.aggregation.AggClient attribute)
(lib.sedna.algorithms.aggregation.aggregation.AggClient attribute)
worker_name (lib.sedna.common.config.BaseConfig attribute)
write_result() (lib.sedna.datasources.kafka.kafka_manager.KafkaProducer method)
write_to_disk() (lib.sedna.core.multi_edge_inference.components.FileOperations method)
(lib.sedna.core.multi_edge_inference.FileOperations method)
WSTransmitter (class in lib.sedna.algorithms.transmitter)
(class in lib.sedna.algorithms.transmitter.transmitter)
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