Index

A

add_feedback_entry() (in module cv2_group.utils.feedback_system)

analyze_primary_root() (in module cv2_group.features.feature_extraction)

C

check_size_match() (in module cv2_group.data.data_validation) create_patches() (in module cv2_group.data.data_processing) create_patches_alternative() (in module cv2_group.data.data_processing) create_side_by_side_visualization() (in module cv2_group.utils.visualization) crop_image() (in module cv2_group.data.data_processing) crop_image_with_bbox() (in module cv2_group.data.data_processing) cv2_group.data.data_ingestion module cv2_group.data.data_processing module cv2_group.data.data_validation module cv2_group.features.feature_extraction module cv2_group.features.feature_scaling module cv2_group.features.feature_selection module cv2_group.models.model_definitions module cv2_group.models.model_evaluation module cv2_group.models.model_saving module cv2_group.models.model_tuning module

cv2_group.utils.api_models module cv2_group.utils.azure_integration module cv2_group.utils.azure_model_loader module cv2_group.utils.binary module cv2_group.utils.dashboard_stats module cv2_group.utils.feedback_system module cv2_group.utils.helpers module cv2_group.utils.image_helpers module cv2_group.utils.image_processing module cv2_group.utils.llama_service module cv2_group.utils.predicting module cv2_group.utils.visualization module

D

decode_b64_png_to_ndarray() (in module cv2_group.utils.image_helpers)

delete_feedback_entry() (in module cv2_group.utils.feedback_system) draw_all_root_skeletons_on_image() (in module cv2_group.utils.visualization)

E

ensure_binary_mask() (in module cv2_group.utils.binary)

extract_root_instances() (in module cv2_group.features.feature_extraction)

F

FeedbackAnalysisData (class in cv2_group.utils.feedback_system) FeedbackEntry (class in cv2_group.utils.feedback_system)

FeedbackImageData (class in cv2_group.utils.feedback_system) FeedbackSubmission (class in cv2_group.utils.feedback_system) find_labels_in_rois() (in module cv2_group.features.feature_extraction)

G

generate_response() (cv2_group.utils.llama_service.LlamaService method) get_azure_datastore() (in module cv2_group.utils.azure_integration) get_azure_workspace() (in module cv2_group.utils.azure_integration) get_blob_client() (in module cv2_group.utils.feedback_system)

get_blob_url() (in module cv2_group.utils.feedback_system) get_dashboard_stats() (in module cv2_group.utils.dashboard_stats) get_feedback_entries() (in module cv2_group.utils.feedback_system) get_feedback_entries_for_image() (in module cv2_group.utils.feedback_system)

I

initialize_azure_workspace() (in module cv2_group.utils.azure_integration) initialize_feedback_storage() (in module cv2_group.utils.feedback_system)

is_azure_available() (in module cv2_group.utils.azure_integration) is_binary_mask() (in module cv2_group.data.data_validation)

L

LlamaRequest (class in cv2_group.utils.llama_service) LlamaResponse (class in cv2_group.utils.llama_service) LlamaService (class in cv2_group.utils.llama_service)

load_feedback_data() (in module cv2_group.utils.feedback_system) load_image() (in module cv2_group.data.data_ingestion) load_model_from_azure_registry() (in module cv2_group.utils.azure_model_loader) load_trained_model() (in module cv2_group.models.model_definitions)

M

model_config (cv2_group.utils.api_models.SaveImageRequest attribute) (cv2_group.utils.feedback_system.FeedbackAnalysisData attribute) (cv2_group.utils.feedback_system.FeedbackEntry attribute) (cv2_group.utils.feedback_system.FeedbackImageData attribute) (cv2_group.utils.feedback_system.FeedbackSubmission attribute) (cv2_group.utils.llama_service.LlamaRequest attribute) (cv2_group.utils.llama_service.LlamaResponse attribute) module cv2_group.data.data_ingestion cv2_group.data.data_processing cv2_group.data.data_validation cv2_group.features.feature_extraction cv2_group.features.feature_scaling cv2_group.features.feature_selection cv2_group.models.model_definitions cv2_group.models.model_evaluation cv2_group.models.model_saving cv2_group.models.model_tuning cv2_group.utils.api_models cv2_group.utils.azure_integration cv2_group.utils.azure_model_loader cv2_group.utils.binary cv2_group.utils.dashboard_stats cv2_group.utils.feedback_system cv2_group.utils.helpers cv2_group.utils.image_helpers cv2_group.utils.image_processing cv2_group.utils.llama_service cv2_group.utils.predicting cv2_group.utils.visualization

P

pad_image() (in module cv2_group.data.data_processing) pad_image_alternative() (in module cv2_group.data.data_processing)

predict_from_array() (in module cv2_group.utils.predicting) predict_root() (in module cv2_group.utils.predicting) process_predicted_mask() (in module cv2_group.features.feature_extraction)

R

remove_padding() (in module cv2_group.data.data_processing)

rename_pairs() (in module cv2_group.data.data_ingestion) reset_dashboard_stats() (in module cv2_group.utils.dashboard_stats)

S

save_base64_image_to_blob() (in module cv2_group.utils.feedback_system) save_feedback_data() (in module cv2_group.utils.feedback_system)

save_model() (in module cv2_group.models.model_saving) SaveImageRequest (class in cv2_group.utils.api_models) set_system_prompt() (cv2_group.utils.llama_service.LlamaService method)

T

track_download() (in module cv2_group.utils.dashboard_stats)

track_image_processed() (in module cv2_group.utils.dashboard_stats) track_mask_reanalyzed() (in module cv2_group.utils.dashboard_stats)

U

uncrop_mask() (in module cv2_group.data.data_processing) unpack_model_response() (in module cv2_group.utils.image_helpers)

unpatch_image() (in module cv2_group.data.data_processing) upload_data() (in module cv2_group.data.data_ingestion) upload_to_azure_datastore() (in module cv2_group.data.data_ingestion)