tlc.constants¶
Public constants for the tlc package.
These constants are intentionally not hoisted to the top-level tlc namespace. Access them via this module,
e.g. tlc.constants.LABEL or tlc.constants.NUMBER_ROLE_LABEL.
Package Contents¶
Data¶
Data |
Description |
|---|---|
Key for a column containing a list of bounding boxes |
|
Key for a column containing a list of bounding boxes |
|
Boolean value which can be controlled by a button |
|
Normal boolean value |
|
Boolean value which can be controlled by a slider |
|
Key for a column containing bounding boxes |
|
List of bounding boxes |
|
Key for a column containing the x-coordinate of the center of a bounding box |
|
Key for a column containing the y-coordinate of the center of a bounding box |
|
Key for a column containing the z-coordinate of the center of a bounding box |
|
Key for a column containing a list of circumferences for each instance |
|
Confidence score for a prediction |
|
The default maximum number of bounding boxes in a bounding box list, if not otherwise specified. |
|
The default chunk size in megabytes for bulk data. |
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The default name of the column that contains the sequence id for bulk data. |
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The default maximum length of a list written to a Table, if not otherwise specified. |
|
Template for column names in written metric tables |
|
Key representing the training epoch |
|
Linear index of an example in a dataset |
|
Count of false negative predictions |
|
Count of false positive predictions |
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Key for a column containing the flip indices of a keypoint |
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Key for a column containing the flip indices of a list of keypoints |
|
Identifier for a table that is used as input to another table |
|
Key for a column containing a 2D array of IoUs between ground truth and predicted instances |
|
Generic height dimension, applicable to various contexts |
|
Key for an image column |
|
Height of an image in pixels |
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Width of an image in pixels |
|
Key for a column containing a list of instances |
|
Key for a column containing a list of additional data for each instance |
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Key for a column containing a dictionary of lists of per instance properties |
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Intersection over Union, a measure of object detection accuracy |
|
Key for a column containing a list of island counts for each instance |
|
Key for the iscrowd flag in COCO annotations |
|
Key for a column containing a list of 2D keypoints |
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Key for a column containing a list of predicted 2D keypoints |
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Key for a column containing the shape of a keypoint |
|
Key for a label corresponding to an input data example |
|
Key for a column containing a list of lines |
|
Key for a column containing a list of additional data for each line, e.g. visibility or role |
|
Key for a column containing the role of a line |
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Key for a column containing a 3D array of masks |
|
Key for a column containing a list of maximum x-coordinates for each instance |
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Key for a column containing a list of maximum y-coordinates for each instance |
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Key for a column containing a list of minimum x-coordinates for each instance |
|
Key for a column containing a list of minimum y-coordinates for each instance |
|
Angle (default unit: radians). |
|
Area of a geometric object. |
|
Center x-coordinate of a bounding box |
|
Center y-coordinate of a bounding box |
|
Maximum x-coordinate of a bounding box |
|
Maximum y-coordinate of a bounding box |
|
Minimum x-coordinate of a bounding box |
|
Minimum y-coordinate of a bounding box |
|
Size of a bounding box in the x-dimension |
|
Size of a bounding box in the y-dimension |
|
The index of a cluster which a data element belongs in. |
|
A confidence |
|
A number representing the training epoch. |
|
Linear index of an example in a dataset. |
|
Foreign key of a row or column in a table |
|
A fraction |
|
Hash value of an object. |
|
Index of a row or column in a table |
|
An intersection over union |
|
Label of a row or column in a table |
|
Time in milliseconds since epoch (UTC). |
|
A number representing a neural network embedding |
|
A probability |
|
Blue component of a pixel. |
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Green component of a pixel. |
|
Red component of a pixel. |
|
Index of a run in a group of multi-selected runs. |
|
Weight of a sample in a dataset |
|
Index of a row in a table |
|
A number representing the primary temporal index in a given context |
|
Time in units since epoch (UTC) |
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Number of vertices in a vertex set |
|
Number of voxels in a voxel set |
|
XYZ component of a vertex |
|
XY component of a vertex |
|
Key for a column containing the OKS sigmas of a keypoint |
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Key for a column containing a list of oriented bounding boxes |
|
Key for a column containing a list of oriented bounding boxes |
|
Key for a column containing the pitch of a bounding box |
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Key for a column containing pixel data |
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Key for a column containing a list of pixel counts for each instance |
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Key for a column containing a list of lists of floats representing polygons |
|
Key for a column containing predicted bounding boxes |
|
Key for a column containing predicted masks |
|
Key for a column containing predicted segmentations |
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Key for a column containing a list of RLEs for each instance |
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Key for a column containing the roll of a bounding box |
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Key for a column containing the rotation of a oriented bounding box |
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Key for the status of a run |
|
Status code for a cancelled run |
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Status code for a run that is collecting data |
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Status code for a completed run |
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Status code for an empty run |
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Status code for a paused run |
|
Status code for a run that is post-processing data |
|
Status code for a running run |
|
Identifier for the weight of a sample in a dataset |
|
Key for segmentation data or masks |
|
Key for a column containing segmentations |
|
Key for a column containing a URL to a file containing segmentation data |
|
Key for a column indicating that a row should be deleted |
|
Key for a column containing the x-coordinate of the size of a bounding box |
|
Key for a column containing the y-coordinate of the size of a bounding box |
|
Key for a column containing the z-coordinate of the size of a bounding box |
|
String which represents a binary value utf-8 encoded as a string |
|
String which represents a date and time |
|
URL which refers to a folder on disk |
|
String which represents an icon. |
|
URL which refers to an image |
|
URL which refers to an input object. |
|
String which represents a segmentation mask encoded as a run-length encoding |
|
String which represents a message in a Log table. |
|
String which can be displayed over multiple lines |
|
String which represents the type of an object |
|
String which is used in a search field |
|
String which sets focus to the search field. |
|
URL which is used in a search field. |
|
URL which refers to a segmentation mask image |
|
URL which refers to a table |
|
URL which refers to a tensor |
|
String which represents a URL |
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String which represents a version number |
|
URL which refers to a video |
|
Key for a column containing the triangles of a keypoint |
|
Key for a column containing the additional data of a triangle, e.g. visibility or role |
|
Key for a column containing the role of a triangle |
|
Count of true positive predictions |
|
Number is stored as an absolute value (e.g. a pixel coordinate) |
|
Number is stored as fraction of a reference value |
|
Key for a column containing the role of a vertex |
|
Key for a column containing a list of 2D vertices |
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Key for a column containing a list of additional data for each 2D vertex, e.g. visibility or role |
|
Key for a column containing a list of 3D vertices |
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Key for a column containing a list of additional data for each 3D vertex, e.g. visibility or role |
|
Key for a column containing the visibility of a keypoint |
|
Key for a column containing voxel data |
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All chart widgets |
|
Generic width dimension, applicable to various contexts |
|
First x-coordinate of a bounding box |
|
Second x-coordinate of a bounding box |
|
Key for a column containing the maximum x-coordinate for each instance |
|
Key for a column containing the minimum x-coordinate for each instance |
|
First y-coordinate of a bounding box |
|
Second y-coordinate of a bounding box |
|
Key for a column containing the yaw of a bounding box |
|
Key for a column containing the maximum y-coordinate for each instance |
|
Key for a column containing the minimum y-coordinate for each instance |
|
Key for a column containing the maximum z-coordinate for each instance |
|
Key for a column containing the minimum z-coordinate for each instance |
API¶
- BOOL_ROLE_ACTION = Action¶
Boolean value which can be controlled by a button
- BOOL_ROLE_NORMAL = Normal¶
Normal boolean value
- BOOL_ROLE_SLIDER = Slider¶
Boolean value which can be controlled by a slider
- BOUNDING_BOXES = bbs¶
Key for a column containing bounding boxes
- BOUNDING_BOX_LIST = bb_list¶
List of bounding boxes
- CENTER_X: Literal[center_x] = center_x¶
Key for a column containing the x-coordinate of the center of a bounding box
- CENTER_Y: Literal[center_y] = center_y¶
Key for a column containing the y-coordinate of the center of a bounding box
- CENTER_Z: Literal[center_z] = center_z¶
Key for a column containing the z-coordinate of the center of a bounding box
- CIRCUMFERENCES: Literal[circumferences] = circumferences¶
Key for a column containing a list of circumferences for each instance
- CONFIDENCE = confidence¶
Confidence score for a prediction
- DEFAULT_BB_MAX_COUNT = 1000¶
The default maximum number of bounding boxes in a bounding box list, if not otherwise specified.
- DEFAULT_BULK_DATA_CHUNK_SIZE_MB = 50.0¶
The default chunk size in megabytes for bulk data.
- DEFAULT_BULK_DATA_SEQUENCE_ID_COLUMN_NAME: Literal[sequence_id] = sequence_id¶
The default name of the column that contains the sequence id for bulk data.
- DEFAULT_LIST_MAX_LENGTH = 1000000¶
The default maximum length of a list written to a Table, if not otherwise specified.
- DISPLAY_IMPORTANCE_ACCURACY = 2000¶
- DISPLAY_IMPORTANCE_BOUNDING_BOX = 4003¶
- DISPLAY_IMPORTANCE_DATETIME = 500¶
- DISPLAY_IMPORTANCE_DEFAULT = 1000¶
- DISPLAY_IMPORTANCE_DISPLAY_NAME = 4001¶
- DISPLAY_IMPORTANCE_EDITED = 6000¶
- DISPLAY_IMPORTANCE_EPOCH = 4006¶
- DISPLAY_IMPORTANCE_EXAMPLE_ID = 4007¶
- DISPLAY_IMPORTANCE_ID = 4008¶
- DISPLAY_IMPORTANCE_IMAGE = 4004¶
- DISPLAY_IMPORTANCE_INPUT_TABLE_ID = 4009¶
- DISPLAY_IMPORTANCE_ITERATION = 4005¶
- DISPLAY_IMPORTANCE_JOINED_TABLE_INPUT_TABLE_ID = 4010¶
- DISPLAY_IMPORTANCE_LOCATION = 501¶
- DISPLAY_IMPORTANCE_LOSS = 2001¶
- DISPLAY_IMPORTANCE_PREDICTED_BOUNDING_BOX = 4002¶
- DISPLAY_IMPORTANCE_RUN_INDEX = 4011¶
- DISPLAY_IMPORTANCE_SELECTED = 6001¶
- DISPLAY_IMPORTANCE_TABLE_URLS = 5000¶
- DISPLAY_IMPORTANCE_URL = 4000¶
- EMBEDDING_COL_NAME = embeddings_{}_{}¶
Template for column names in written metric tables
- EPOCH = epoch¶
Key representing the training epoch
- EXAMPLE_ID = example_id¶
Linear index of an example in a dataset
- FALSE_NEGATIVE = fn¶
Count of false negative predictions
- FALSE_POSITIVE = fp¶
Count of false positive predictions
- FLIP_INDICES: Literal[flip_indices] = flip_indices¶
Key for a column containing the flip indices of a list of keypoints
- FOREIGN_TABLE_ID = input_table_id¶
Identifier for a table that is used as input to another table
- GT_IOUS: Literal[gt_ious] = gt_ious¶
Key for a column containing a 2D array of IoUs between ground truth and predicted instances
- HEIGHT = height¶
Generic height dimension, applicable to various contexts
- IMAGE = image¶
Key for an image column
- INSTANCES_ADDITIONAL_DATA: Literal[instances_additional_data] = instances_additional_data¶
Key for a column containing a list of additional data for each instance
- INSTANCE_PROPERTIES: Literal[instance_properties] = instance_properties¶
Key for a column containing a dictionary of lists of per instance properties
- IOU = iou¶
Intersection over Union, a measure of object detection accuracy
- ISLAND_COUNTS: Literal[island_counts] = island_counts¶
Key for a column containing a list of island counts for each instance
- IS_CROWD = is_crowd¶
Key for the iscrowd flag in COCO annotations
- KEYPOINTS_2D: Literal[keypoints_2d] = keypoints_2d¶
Key for a column containing a list of 2D keypoints
- KEYPOINTS_2D_PREDICTED: Literal[keypoints_2d_predicted] = keypoints_2d_predicted¶
Key for a column containing a list of predicted 2D keypoints
- KEYPOINTS_SHAPE: Literal[keypoints_shape] = keypoints_shape¶
Key for a column containing the shape of a keypoint
- LABEL = label¶
Key for a label corresponding to an input data example
- LINES_ADDITIONAL_DATA: Literal[lines_additional_data] = lines_additional_data¶
Key for a column containing a list of additional data for each line, e.g. visibility or role
- MAX_XS: Literal[max_xs] = max_xs¶
Key for a column containing a list of maximum x-coordinates for each instance
- MAX_YS: Literal[max_ys] = max_ys¶
Key for a column containing a list of maximum y-coordinates for each instance
- MIN_XS: Literal[min_xs] = min_xs¶
Key for a column containing a list of minimum x-coordinates for each instance
- MIN_YS: Literal[min_ys] = min_ys¶
Key for a column containing a list of minimum y-coordinates for each instance
- NUMBER_ROLE_ANGLE = angle¶
Angle (default unit: radians).
- NUMBER_ROLE_AREA = area¶
Area of a geometric object.
- NUMBER_ROLE_BB_CENTER_X = bounding_box_center_x¶
Center x-coordinate of a bounding box
- NUMBER_ROLE_BB_CENTER_Y = bounding_box_center_y¶
Center y-coordinate of a bounding box
- NUMBER_ROLE_BB_MAX_X = bounding_box_max_x¶
Maximum x-coordinate of a bounding box
- NUMBER_ROLE_BB_MAX_Y = bounding_box_max_y¶
Maximum y-coordinate of a bounding box
- NUMBER_ROLE_BB_MIN_X = bounding_box_min_x¶
Minimum x-coordinate of a bounding box
- NUMBER_ROLE_BB_MIN_Y = bounding_box_min_y¶
Minimum y-coordinate of a bounding box
- NUMBER_ROLE_BB_SIZE_X = bounding_box_size_x¶
Size of a bounding box in the x-dimension
- NUMBER_ROLE_BB_SIZE_Y = bounding_box_size_y¶
Size of a bounding box in the y-dimension
- NUMBER_ROLE_CLUSTER_INDEX = cluster_index¶
The index of a cluster which a data element belongs in.
- NUMBER_ROLE_CONFIDENCE = fraction/confidence¶
A confidence
- NUMBER_ROLE_EPOCH = epoch¶
A number representing the training epoch.
- NUMBER_ROLE_EXAMPLE_ID = example_id¶
Linear index of an example in a dataset.
- NUMBER_ROLE_FOREIGN_KEY = foreign_key¶
Foreign key of a row or column in a table
- NUMBER_ROLE_FRACTION = fraction¶
A fraction
- NUMBER_ROLE_HASH = hash¶
Hash value of an object.
- NUMBER_ROLE_INDEX = index¶
Index of a row or column in a table
- NUMBER_ROLE_IOU = fraction/iou¶
An intersection over union
- NUMBER_ROLE_LABEL = label¶
Label of a row or column in a table
- NUMBER_ROLE_MS = ms¶
Time in milliseconds since epoch (UTC).
- NUMBER_ROLE_NN_EMBEDDING = nn_embedding¶
A number representing a neural network embedding
- NUMBER_ROLE_PROBABILITY = fraction/probability¶
A probability
- NUMBER_ROLE_RGB_COMPONENT_BLUE = rgb_component/blue¶
Blue component of a pixel.
- NUMBER_ROLE_RGB_COMPONENT_GREEN = rgb_component/green¶
Green component of a pixel.
- NUMBER_ROLE_RGB_COMPONENT_RED = rgb_component/red¶
Red component of a pixel.
- NUMBER_ROLE_RUN_INDEX = run_index¶
Index of a run in a group of multi-selected runs.
- NUMBER_ROLE_SAMPLE_WEIGHT = sample_weight¶
Weight of a sample in a dataset
- NUMBER_ROLE_TABLE_ROW_INDEX = table_row_index¶
Index of a row in a table
- NUMBER_ROLE_TEMPORAL_INDEX = temporal_index¶
A number representing the primary temporal index in a given context
- NUMBER_ROLE_TIMESTAMP = timestamp¶
Time in units since epoch (UTC)
- NUMBER_ROLE_VERTEX_COUNT = vertex_count¶
Number of vertices in a vertex set
- NUMBER_ROLE_VOXEL_COUNT = voxel_count¶
Number of voxels in a voxel set
- NUMBER_ROLE_XYZ_COMPONENT = xyz_component¶
XYZ component of a vertex
- NUMBER_ROLE_XY_COMPONENT = xy_component¶
XY component of a vertex
- OKS_SIGMAS: Literal[oks_sigmas] = oks_sigmas¶
Key for a column containing the OKS sigmas of a keypoint
- ORIENTED_BBS_2D: Literal[oriented_bbs_2d] = oriented_bbs_2d¶
Key for a column containing a list of oriented bounding boxes
- ORIENTED_BBS_3D: Literal[oriented_bbs_3d] = oriented_bbs_3d¶
Key for a column containing a list of oriented bounding boxes
- PIXELS = Pixels¶
Key for a column containing pixel data
- PIXEL_COUNTS: Literal[pixel_counts] = pixel_counts¶
Key for a column containing a list of pixel counts for each instance
- POLYGONS: Literal[polygons] = polygons¶
Key for a column containing a list of lists of floats representing polygons
- PREDICTED_BOUNDING_BOXES = bbs_predicted¶
Key for a column containing predicted bounding boxes
- PREDICTED_MASK = predicted_mask¶
Key for a column containing predicted masks
- PREDICTED_SEGMENTATIONS = segmentations_predicted¶
Key for a column containing predicted segmentations
- ROTATION: Literal[rotation] = rotation¶
Key for a column containing the rotation of a oriented bounding box
- RUN_STATUS = status¶
Key for the status of a run
- RUN_STATUS_CANCELLED = 7.0¶
Status code for a cancelled run
- RUN_STATUS_COLLECTING = 4.0¶
Status code for a run that is collecting data
- RUN_STATUS_COMPLETED = 1.0¶
Status code for a completed run
- RUN_STATUS_EMPTY = 2.0¶
Status code for an empty run
- RUN_STATUS_PAUSED = 6.0¶
Status code for a paused run
- RUN_STATUS_POST_PROCESSING = 5.0¶
Status code for a run that is post-processing data
- RUN_STATUS_RUNNING = 3.0¶
Status code for a running run
- SAMPLE_WEIGHT = weight¶
Identifier for the weight of a sample in a dataset
- SEGMENTATION = segmentation¶
Key for segmentation data or masks
- SEGMENTATIONS = segmentations¶
Key for a column containing segmentations
- SEGMENTATION_DATA: Literal[segmentation_data] = segmentation_data¶
Key for a column containing a URL to a file containing segmentation data
- SHOULD_DELETE = SHOULD_DELETE¶
Key for a column indicating that a row should be deleted
- SIZE_X: Literal[size_x] = size_x¶
Key for a column containing the x-coordinate of the size of a bounding box
- SIZE_Y: Literal[size_y] = size_y¶
Key for a column containing the y-coordinate of the size of a bounding box
- SIZE_Z: Literal[size_z] = size_z¶
Key for a column containing the z-coordinate of the size of a bounding box
- STRING_ROLE_BYTES = Bytes¶
String which represents a binary value utf-8 encoded as a string
- STRING_ROLE_DATETIME = Datetime¶
String which represents a date and time
- STRING_ROLE_FOLDER_URL = URL/Folder¶
URL which refers to a folder on disk
- STRING_ROLE_ICON = Icon¶
String which represents an icon.
- STRING_ROLE_IMAGE_URL = URL/Image¶
URL which refers to an image
- STRING_ROLE_INPUT_URL = URL/Input¶
URL which refers to an input object.
- STRING_ROLE_INSTANCE_SEGMENTATION_RLE = Bytes/InstanceSegmentationRLE¶
String which represents a segmentation mask encoded as a run-length encoding
- STRING_ROLE_LOG_MESSAGE = LogMessage¶
String which represents a message in a Log table.
- STRING_ROLE_MULTILINE = MultiLine¶
String which can be displayed over multiple lines
- STRING_ROLE_OBJECT_TYPE = ObjectType¶
String which represents the type of an object
- STRING_ROLE_SEARCH = Search¶
String which is used in a search field
- STRING_ROLE_SEARCH_SET_FOCUS = Search/SetFocus¶
String which sets focus to the search field.
- STRING_ROLE_SEARCH_URL = URL/Search¶
URL which is used in a search field.
- STRING_ROLE_SEGMENTATION_MASK_URL = URL/SegmentationMask¶
URL which refers to a segmentation mask image
- STRING_ROLE_TABLE_URL = URL/Table¶
URL which refers to a table
- STRING_ROLE_TENSOR_URL = URL/Tensor¶
URL which refers to a tensor
- STRING_ROLE_URL = URL¶
String which represents a URL
- STRING_ROLE_VERSION = Version¶
String which represents a version number
- STRING_ROLE_VIDEO_URL = URL/Video¶
URL which refers to a video
- TRIANGLES_ADDITIONAL_DATA: Literal[triangles_additional_data] = triangles_additional_data¶
Key for a column containing the additional data of a triangle, e.g. visibility or role
- TRIANGLE_ROLE: Literal[triangle_role] = triangle_role¶
Key for a column containing the role of a triangle
- TRUE_POSITIVE = tp¶
Count of true positive predictions
- UNIT_ABSOLUTE = absolute¶
Number is stored as an absolute value (e.g. a pixel coordinate)
- UNIT_RELATIVE = relative¶
Number is stored as fraction of a reference value
- VERTICES_2D_ADDITIONAL_DATA: Literal[vertices_2d_additional_data] = vertices_2d_additional_data¶
Key for a column containing a list of additional data for each 2D vertex, e.g. visibility or role
- VERTICES_3D_ADDITIONAL_DATA: Literal[vertices_3d_additional_data] = vertices_3d_additional_data¶
Key for a column containing a list of additional data for each 3D vertex, e.g. visibility or role
- VISIBILITY: Literal[visibility] = visibility¶
Key for a column containing the visibility of a keypoint
- VOXELS = Voxels¶
Key for a column containing voxel data
- WIDGET_CHART = CHART_¶
- WIDGET_CHARTS = CHARTS¶
- WIDGET_CHARTS_PANEL = CHARTS_PANEL¶
- WIDGET_CHART_TITLE = CHART_TITLE_¶
All chart widgets
- WIDGET_CHART_TITLES = CHART_TITLES¶
- WIDGET_COLUMN = COLUMN_¶
- WIDGET_COLUMNS = COLUMNS¶
- WIDGET_COLUMN_HEADER = COLUMN_HEADER_¶
- WIDGET_COLUMN_HEADERS = COLUMN_HEADERS¶
- WIDGET_COLUMN_SELECT = COLUMN_SELECT_¶
- WIDGET_COLUMN_SELECT_BUTTONS = COLUMN_SELECT_BUTTONS¶
- WIDGET_COLUMN_SORT = COLUMN_SORT_¶
- WIDGET_COLUMN_SORT_BUTTONS = COLUMN_SORT_BUTTONS¶
- WIDGET_FILTER = FILTER_¶
- WIDGET_FILTERS = FILTERS¶
- WIDGET_FILTERS_PANEL = FILTERS_PANEL¶
- WIDGET_FILTER_TITLE = FILTER_TITLE_¶
- WIDGET_FILTER_TITLES = FILTER_TITLES¶
- WIDGET_MAIN_TOOLBAR = MAIN_TOOLBAR¶
- WIDGET_NAVIGATOR_BAR = NAVIGATOR_BAR¶
- WIDGET_TABLES_PANEL = TABLES_PANEL¶
- WIDTH = width¶
Generic width dimension, applicable to various contexts
- X0 = x0¶
First x-coordinate of a bounding box
- X1 = x1¶
Second x-coordinate of a bounding box
- X_MAX: Literal[x_max] = x_max¶
Key for a column containing the maximum x-coordinate for each instance
- X_MIN: Literal[x_min] = x_min¶
Key for a column containing the minimum x-coordinate for each instance
- Y0 = y0¶
First y-coordinate of a bounding box
- Y1 = y1¶
Second y-coordinate of a bounding box
- Y_MAX: Literal[y_max] = y_max¶
Key for a column containing the maximum y-coordinate for each instance
- Y_MIN: Literal[y_min] = y_min¶
Key for a column containing the minimum y-coordinate for each instance