The interactive display

Tutorial coming soon!

The Display module provides an interactive web-based dashboard for visualizing and analyzing image data using Dash.

Read your image data into ammico

ammico reads in files from a directory. You can iterate through directories in a recursive manner and filter by extensions. Note that the order of the files may vary on different OS. Reading in these files creates a dictionary image_dict, with one entry per image file, containing the file path and filename. This dictionary is the main data structure that ammico operates on and is extended successively with each detector run as explained below.

For reading in the files, the ammico function find_files is used, with optional keywords:

input key	input type	possible input values
path	str	the directory containing the image files (defaults to the location set by environment variable AMMICO_DATA_HOME)
pattern	str\|list	the file extensions to consider (defaults to "png", "jpg", "jpeg", "gif", "webp", "avif", "tiff")
recursive	bool	include subdirectories recursively (defaults to True)
limit	int	maximum number of files to read (defaults to 20, for all images set to None or -1)
random_seed	int	the random seed for shuffling the images; applies when only a few images are read and the selection should be preserved (defaults to None)

Example usage

explorer = ammico.AnalysisExplorer(mydict=image_dict)
explorer.run_server(port=8050)