generate_anchors: Calculates anchor boxes using k-mean++ algorithm.

In maju116/platypus: Tools for Computer Vision in R

Description

Calculates anchor boxes using k-mean++ algorithm.

Usage

generate_anchors(
  anchors_per_grid,
  annot_path,
  labels,
  n_iter = 10,
  annot_format = "pascal_voc",
  seed = 1234,
  centroid_fun = mean
)

Arguments

anchors_per_grid	Number of anchors per one grid.
annot_path	Annotations directory.
labels	Character vector containing class labels. For example coco_labels.
n_iter	Maximum number of iteration for k-mean++ algorithm.
annot_format	Annotations format. One of 'pascal_voc', 'labelme'.
seed	Random seed.
centroid_fun	Function to use for centroid calculation.

Value

List of anchor boxes.

maju116/platypus documentation built on Oct. 18, 2020, 9:40 a.m.