Image_inspector is a simple GUI application for data-inspection and/or labelig.
The ImageInspector class helps to label data by displaying an image and a list of toggle-buttons below it. Once a toggle button is clicked, it set's the
category corresponding to that button to True. Once the labeling is finished the data can be accessed by calling the get_results() .
Apologies for the sound quality
The package can be installed by running the following command:
!pip install git+git://github.com/JanMalinowski/image_inspector.gitBasic usage:
from image_inspector import ImageInspector
# path - path to the folder containing the images
# categories - list of the categories that the images may fall into
# imgs - list of images' names to be labelled. [Optional]. If it's not specified
# then all of the images from the path directory will be used.
ii = ImageInspector(path=path, categories=categories, imgs=imgs) # Initializes ImageInspector class
ii() # Display's inspector's GUI
ii.get_results() # Return a data frame with the resultsAdditional examples can be found in this kaggle kernel or in this repo's examples directory.