Add metadata to the coco car images
Closed this issue · 1 comments
flekschas commented
Let's add the following properties to the car images from the COCO dataset:
supercategory
category
annotationCount
annotationArea
I suggest the following structure:
[
{
src: '...',
id: '...',
categories: [
{
supercategory: 'indoor',
category: 'toothbrush',
annotationAreas: [16.7, 4290.29], // combines annotationCount and annotationArea
}
]
}
]
With that information, we should be able to sort the images into a grid as follows:
- column: supercategory; row: category
- column: supercategory; row; annotation area or annotation count
Ideally, we'll have a separate sidebar where the user can choose the category for each axis. For data that is already categorical like the supercategory
, category
, or annotationAreas.length
we just need a drop down menu. For annotationArea
we probably need another input which defines the number of bins, i.e., divide annotationArea
into 5 equally-sized bins.