Index

_

_blob_manager (segrails.pipeline.weights.WeightStep attribute) _build_client() (segrails.monitoring.tracker.TableTracker method) _build_entity() (segrails.monitoring.tracker.TableTracker method) _cache_manager (segrails.pipeline.weights.WeightStep attribute) _client (segrails.monitoring.tracker.TableTracker attribute) _config (segrails.pipeline.inference.InferenceStep attribute) (segrails.pipeline.postprocess.PostprocessStep attribute) (segrails.pipeline.raster.RasterStep attribute) _device (segrails.client.SegrailsClient attribute) (segrails.pipeline.inference.InferenceStep attribute) _download_dir_with_retry() (segrails.pipeline.weights.WeightStep method) _download_file_with_retry() (segrails.pipeline.weights.WeightStep method) _env (segrails.monitoring.tracker.TableTracker attribute) _format_predictions() (segrails.pipeline.postprocess.PostprocessStep method) _generator (segrails.pipeline.raster.RasterStep attribute) _height_threshold (segrails.pipeline.raster.RasterStep attribute) _inference_step (segrails.client.SegrailsClient attribute) _load_model() (segrails.pipeline.inference.InferenceStep method)

_max_retries (segrails.pipeline.weights.WeightStep attribute) _model_dir (segrails.client.SegrailsClient attribute) _postprocess_step (segrails.client.SegrailsClient attribute) _postprocessor (segrails.pipeline.postprocess.PostprocessStep attribute) _preprocess() (segrails.pipeline.inference.InferenceStep method) _raster_side (segrails.pipeline.raster.RasterStep attribute) _raster_step (segrails.client.SegrailsClient attribute) _raster_window_size (segrails.pipeline.raster.RasterStep attribute) _reader (segrails.pipeline.raster.RasterStep attribute) _resolve_local() (segrails.pipeline.weights.WeightStep method) _resolve_remote() (segrails.pipeline.weights.WeightStep method) _retry_delay (segrails.pipeline.weights.WeightStep attribute) _run_inference() (segrails.pipeline.inference.InferenceStep method) _session_id (segrails.monitoring.tracker.TableTracker attribute) _table_name (segrails.monitoring.tracker.TableTracker attribute) _tracker (segrails.client.SegrailsClient attribute) _weight_step (segrails.client.SegrailsClient attribute) _write() (segrails.monitoring.tracker.TableTracker method)

A

api_base_url (segrails.config.SegrailsConfig attribute) api_weights_endpoint (segrails.config.SegrailsConfig attribute)

azure_tables_account_url (segrails.config.SegrailsConfig attribute) azure_tables_connection_string (segrails.config.SegrailsConfig attribute) azure_tables_table_name (segrails.config.SegrailsConfig attribute)

C

cache_dir (segrails.config.SegrailsConfig attribute) cache_ttl_seconds (segrails.config.SegrailsConfig attribute)

code (segrails.result.SegrailsError attribute), [1] config (segrails.client.SegrailsClient attribute) crossings (segrails.result.SegrailsPrediction attribute), [1]

D

detection_area_max (segrails.config.SegrailsConfig attribute) detection_area_min (segrails.config.SegrailsConfig attribute) detection_box_splits (segrails.config.SegrailsConfig attribute) detection_canny_high (segrails.config.SegrailsConfig attribute) detection_canny_low (segrails.config.SegrailsConfig attribute) detection_dilation_size (segrails.config.SegrailsConfig attribute) detection_distance_max (segrails.config.SegrailsConfig attribute)

detection_distance_min (segrails.config.SegrailsConfig attribute) detection_hough_max_gap (segrails.config.SegrailsConfig attribute) detection_hough_min_line (segrails.config.SegrailsConfig attribute) detection_hough_threshold (segrails.config.SegrailsConfig attribute) detection_iou_threshold (segrails.config.SegrailsConfig attribute) detection_origin_distance (segrails.config.SegrailsConfig attribute) dump() (segrails.result.SegrailsResult method)

E

enabled (segrails.monitoring.tracker.TableTracker property)

env (segrails.config.SegrailsConfig attribute) error (segrails.result.SegrailsResult attribute), [1]

F

from_yaml() (segrails.config.SegrailsConfig class method)

G

generate() (segrails.pipeline.raster.RasterStep method)

get_apim_weight_url() (in module segrails.utils) get_weight_blob_path() (in module segrails.utils)

I

inference_image_size (segrails.config.SegrailsConfig attribute) inference_time (segrails.result.SegrailsPrediction attribute), [1]

InferenceStep (class in segrails.pipeline.inference) input (segrails.result.SegrailsResult attribute), [1]

L

log_inference() (segrails.monitoring.tracker.TableTracker method)

M

message (segrails.result.SegrailsError attribute), [1] mlflow_tracking_uri (segrails.config.SegrailsConfig attribute) model (segrails.pipeline.inference.InferenceStep attribute) (segrails.result.SegrailsResult attribute), [1] model_classes (segrails.config.SegrailsConfig attribute) model_encoder (segrails.config.SegrailsConfig attribute) model_mean (segrails.config.SegrailsConfig attribute) model_name (segrails.config.SegrailsConfig attribute) model_path (segrails.result.ModelInfo attribute), [1] model_std (segrails.config.SegrailsConfig attribute) model_version (segrails.config.SegrailsConfig attribute) ModelInfo (class in segrails.result)

module segrails segrails.client segrails.config segrails.monitoring segrails.monitoring.tracker segrails.pipeline segrails.pipeline.inference segrails.pipeline.postprocess segrails.pipeline.raster segrails.pipeline.weights segrails.result segrails.utils

N

n_tracks (segrails.result.SegrailsPrediction attribute), [1]

name (segrails.result.ModelInfo attribute), [1]

P

postprocess_debug (segrails.config.SegrailsConfig attribute) PostprocessStep (class in segrails.pipeline.postprocess)

predict() (segrails.client.SegrailsClient method) (segrails.pipeline.inference.InferenceStep method) predictions (segrails.result.SegrailsResult attribute), [1]

R

raster_above_ground_filter (segrails.config.SegrailsConfig attribute) raster_noise_outlier (segrails.config.SegrailsConfig attribute) raster_resolution (segrails.config.SegrailsConfig attribute)

RasterStep (class in segrails.pipeline.raster) resolve() (segrails.pipeline.weights.WeightStep method) resolve_device() (in module segrails.utils) run() (segrails.pipeline.postprocess.PostprocessStep method)

S

segrails module segrails.client module segrails.config module segrails.monitoring module segrails.monitoring.tracker module segrails.pipeline module segrails.pipeline.inference module segrails.pipeline.postprocess module

segrails.pipeline.raster module segrails.pipeline.weights module segrails.result module segrails.utils module SegrailsClient (class in segrails.client) SegrailsConfig (class in segrails.config) SegrailsError (class in segrails.result) SegrailsPrediction (class in segrails.result) SegrailsResult (class in segrails.result) status (segrails.result.SegrailsResult attribute), [1]

T

TableTracker (class in segrails.monitoring.tracker) timestamp (segrails.result.SegrailsResult attribute), [1]

total_low_detections (segrails.result.SegrailsPrediction attribute), [1] total_missed_detections (segrails.result.SegrailsPrediction attribute), [1] tracks (segrails.result.SegrailsPrediction attribute), [1]

V

valid_tracks (segrails.result.SegrailsPrediction attribute), [1]

version (segrails.result.ModelInfo attribute), [1]

W

weights_container (segrails.config.SegrailsConfig attribute) weights_prefix (segrails.config.SegrailsConfig attribute)

weights_source (segrails.config.SegrailsConfig attribute) WeightStep (class in segrails.pipeline.weights)