tlc.core.builtins.constants.column_names
#
This module defines a set of constants used as identifiers and keys for managing and tracking common data columns in a dataset.
Module Contents#
Data#
Data |
Description |
---|---|
Identifier for the weight of a sample in a dataset |
|
Linear index of an example in a dataset |
|
Key representing the training epoch |
|
Identifier for a table that is used as input to another table |
|
Key for an image column |
|
Key for a label corresponding to an input data example |
|
Generic height dimension, applicable to various contexts |
|
Generic width dimension, applicable to various contexts |
|
Height of an image in pixels |
|
Width of an image in pixels |
|
Key for a column containing bounding boxes |
|
Key for a column containing predicted bounding boxes |
|
List of bounding boxes |
|
Count of true positive predictions |
|
Count of false positive predictions |
|
Count of false negative predictions |
|
Intersection over Union, a measure of object detection accuracy |
|
Confidence score for a prediction |
|
Key for segmentation data or masks |
|
First x-coordinate of a bounding box |
|
First y-coordinate of a bounding box |
|
Second x-coordinate of a bounding box |
|
Second y-coordinate of a bounding box |
|
Key for the status of a run |
|
Status code for a completed run |
|
Status code for an empty run |
|
Status code for a running run |
|
Status code for a run that is collecting data |
|
Status code for a run that is post-processing data |
|
Status code for a paused run |
|
Status code for a cancelled run |
API#
- tlc.core.builtins.constants.column_names.SAMPLE_WEIGHT = weight#
Identifier for the weight of a sample in a dataset
- tlc.core.builtins.constants.column_names.EXAMPLE_ID = example_id#
Linear index of an example in a dataset
- tlc.core.builtins.constants.column_names.EPOCH = epoch#
Key representing the training epoch
- tlc.core.builtins.constants.column_names.FOREIGN_TABLE_ID = input_table_id#
Identifier for a table that is used as input to another table
- tlc.core.builtins.constants.column_names.IMAGE = image#
Key for an image column
- tlc.core.builtins.constants.column_names.LABEL = label#
Key for a label corresponding to an input data example
- tlc.core.builtins.constants.column_names.HEIGHT = height#
Generic height dimension, applicable to various contexts
- tlc.core.builtins.constants.column_names.WIDTH = width#
Generic width dimension, applicable to various contexts
- tlc.core.builtins.constants.column_names.IMAGE_HEIGHT = image_height#
Height of an image in pixels
- tlc.core.builtins.constants.column_names.IMAGE_WIDTH = image_width#
Width of an image in pixels
- tlc.core.builtins.constants.column_names.BOUNDING_BOXES = bbs#
Key for a column containing bounding boxes
- tlc.core.builtins.constants.column_names.PREDICTED_BOUNDING_BOXES = bbs_predicted#
Key for a column containing predicted bounding boxes
- tlc.core.builtins.constants.column_names.BOUNDING_BOX_LIST = bb_list#
List of bounding boxes
- tlc.core.builtins.constants.column_names.TRUE_POSITIVE = tp#
Count of true positive predictions
- tlc.core.builtins.constants.column_names.FALSE_POSITIVE = fp#
Count of false positive predictions
- tlc.core.builtins.constants.column_names.FALSE_NEGATIVE = fn#
Count of false negative predictions
- tlc.core.builtins.constants.column_names.IOU = iou#
Intersection over Union, a measure of object detection accuracy
- tlc.core.builtins.constants.column_names.CONFIDENCE = confidence#
Confidence score for a prediction
- tlc.core.builtins.constants.column_names.SEGMENTATION = segmentation#
Key for segmentation data or masks
- tlc.core.builtins.constants.column_names.X0 = x0#
First x-coordinate of a bounding box
- tlc.core.builtins.constants.column_names.Y0 = y0#
First y-coordinate of a bounding box
- tlc.core.builtins.constants.column_names.X1 = x1#
Second x-coordinate of a bounding box
- tlc.core.builtins.constants.column_names.Y1 = y1#
Second y-coordinate of a bounding box
- tlc.core.builtins.constants.column_names.RUN_STATUS = status#
Key for the status of a run
- tlc.core.builtins.constants.column_names.RUN_STATUS_COMPLETED = 1.0#
Status code for a completed run
- tlc.core.builtins.constants.column_names.RUN_STATUS_EMPTY = 2.0#
Status code for an empty run
- tlc.core.builtins.constants.column_names.RUN_STATUS_RUNNING = 3.0#
Status code for a running run
- tlc.core.builtins.constants.column_names.RUN_STATUS_COLLECTING = 4.0#
Status code for a run that is collecting data
- tlc.core.builtins.constants.column_names.RUN_STATUS_POST_PROCESSING = 5.0#
Status code for a run that is post-processing data
- tlc.core.builtins.constants.column_names.RUN_STATUS_PAUSED = 6.0#
Status code for a paused run
- tlc.core.builtins.constants.column_names.RUN_STATUS_CANCELLED = 7.0#
Status code for a cancelled run