get_clusters: A Function To Cluster hashes and HoGs
In KarlEdwards/fixed-camera-surveillance: Fixed Camera Surveillance

Description Usage Arguments Details Value Examples

View source: R/get_clusters.R

This function does these things...

1	get_clusters(data, filenames, algorithm = "adaptive", N = 2)

`filenames`	Vector of Character Vector
`algorithm`	Character Vector. Defaults to c( 'adaptive' )
`N`	Numeric Vector. Number of clusters (ignored for adaptive; otherwise defaults to 2)
`features_to_cluster`	Numeric Vector

DETAILS

Returns a list of cluster IDs and cluster exemplar filenames

img_path <- '/Users/Karl/Dropbox/Projects/Video-Captioning/pipelines/box2/'
image_filenames <- dir( path=img_path )
clusters <- get_clusters( data = hogs[[2]][[1]]$hog, filenames = image_filenames )
clusters$IDs
clusters$exemplars