openfoodfacts/front_image_classification

Front image classification dataset

This dataset contains Open Food Facts images, each assigned with one of the two following classes:

• front (ID 0)
• other (ID 1)

Front images are the "default" image of a product, displayed on Open Food Facts product page. A front image is most of the time a photo of the front side of the product packaging. It's useful to be able to detect front images so that we can update the front image with a newer version (when the packaging changes for example).

Random images were fetched from Open Food Facts using the Parquet export, and pre-annotated with their class, depending on whether the image was selected as a front image or not. The CLI command used to generate the pre-annotated dataset can be found here.

The dataset was then manually reviewed and corrected.