coco

Description

Standard and concept datasets derived from MS COCO dataset.

There are the following dataset handles, both derived from COCODataset:

• KeypointsDataset: In: COCO images, GT: COCO annotations

• ConceptDataset: In: COCO images, GT: masks for the given body parts

Masks are generated and saved in COCO style folder structure if they do not exist. For the documentation of the coco handle used under the hood, see the short COCO API documentation and the COCO dataset format doc.

Sub-modules

base	Base classes for handling MS COCO like datasets.
body_parts	Enum with definitions of standard body parts from MS COCO keypoint names.
heatmap_dataset	Handle that derives keypoint heatmaps from MS COCO keypoint annotations.
keypoints_dataset	MS COCO Keypoints dataset handle with subsetting functionality and annotation transformations.
keypoints_processing	Util functions to process, transform, and evaluate MS COCO keypoint information.
mask_dataset	Handle that derives concept masks from MS COCO keypoint annotations.