seaborn-image 0.3.1

seaborn-image: image data visualization and processing like seaborrn using matplotlib, scipy and scikit-image

seaborn-image: image data visualization

Seaborn-like image data visualization using matplotlib, scikit-image and scipy.

Description

Seaborn-image is a seaborn like python image visualization and processing library based on matplotlib, scipy and scikit-image.

The aim of seaborn-image is to provide a high-level API to process and plot attractive images quickly and effectively.

Documentation

Check out the docs here

Installation

pip install seaborn-image

Usage

Simple usage

import seaborn_image as isns

"""Plot image"""
isns.imgplot(data)

"""Plot image with scalebar"""
isns.imgplot(data, dx=0.01, units="um")

"""Add colorbar label"""
isns.imgplot(data, dx=0.01, units="um", cbar_label="Height (nm)")

Plot image with a histogram

import seaborn_image as isns

isns.imghist(data, dx=150, units="nm", cbar_label="Height (nm)", cmap="ice")

Set context like seaborn

import seaborn_image as isns

isns.set_context("notebook") # Other options include paper, talk, presentation, poster

Apply image filters (from scipy and skimage) and plot

import seaborn_image as isns

isns.filterplot(data, filter="gaussian", sigma=5, cbar_label="Height (nm)")

Check out the more information here