Quick shift

Description

From scikit-image: Quick shift segments image using quickshift clustering in Color-(x,y) space. Real time: False

Usage

• Clustering: Clustering tools
• Visualization: Visualization tools

Parameters

• Color space (color_space): no clue (default: HSV)
• Width of Gaussian kernel (kernel_size): (default: 3)
• Max distance (max_dist): Cut-off point for data distances. Higher means fewer clusters (default: 6)
• Ratio (ratio): Balances color-space proximity and image-space proximity. Higher values give more weight to color-space. (default: 50)

Example

Source

Parameters/Code

Default values are not needed when calling function

from ipapi.ipt import call_ipt

labels = call_ipt(
    ipt_id="IptQuickShift",
    source="arabido_small.jpg",
    return_type="result",
    kernel_size=21,
    max_dist=51,
    ratio=8
)

Result