/download_images

The notebook describes the process of downloading selected image classes from the Open Images Dataset using the FiftyOne tool.

Primary LanguageJupyter NotebookMIT LicenseMIT

Downloading images from Open Images using the FiftyOne tool

Note This repository has been archived.

A Jupyter notebook, describing the selection, downloading, and saving of images from Open Images in a certain format using the FiftyOne tool.

Overview:

The objective was to download images of the required classes from Open Images and save them in the ImageClassificationDirectoryTree format (see below) using FiftyOne tool:

image_store_dir/
    train/
        class1_name/
            image1.jpg
            image2.jpg
            ...
        class2_name/
            image3.jpg
            ...
    validation/
        ...
    test/
        ...

The "validation" and "test" directories are organized in the same way as the "train" directory.

Setup:

The Jupyter notebook was created in Google Colaboratory, and the images were downloaded to Google Drive, so it's easier to open and run it there, but first, replace or recreate an image storage path.

Versions of packages used:

python 3.7.10, fiftyone 0.9.3

Data:

Images of two classes "Rabbit" and "Squirrel" from Open Images Dataset V6 + Extensions licensed under a Attribution 2.0 Generic (CC BY 2.0) license with a note (see the License section on the Description page of the Dataset for more information).