tfm.vision.box_ops.filter_boxes
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Filters and remove boxes that are too small or fall outside the image.
tfm.vision.box_ops.filter_boxes(
boxes, scores, image_shape, min_size_threshold
)
Args |
boxes
|
a tensor whose last dimension is 4 representing the coordinates of
boxes in ymin, xmin, ymax, xmax order.
|
scores
|
a tensor whose shape is the same as tf.shape(boxes)[:-1]
representing the original scores of the boxes.
|
image_shape
|
a tensor whose shape is the same as, or broadcastable to
boxes except the last dimension, which is 2, representing [height,
width] of the scaled image.
|
min_size_threshold
|
a float representing the minimal box size in each side
(w.r.t. the scaled image). Boxes whose sides are smaller than it will be
filtered out.
|
Returns |
filtered_boxes
|
a tensor whose shape is the same as boxes but with
the position of the filtered boxes are filled with 0.
|
filtered_scores
|
a tensor whose shape is the same as 'scores' but with
the positinon of the filtered boxes filled with 0.
|
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Last updated 2024-02-02 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-02-02 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-02-02 UTC."],[],[]]