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DATA_DESCRIPTION.md

DATA_DESCRIPTION.md 2.6 KB
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Available data

The test data is organised under subdirectories that match the tested modules in the ethology package.

Test data for ethology.annotations

medium_bboxes_dataset_VIA

A medium size bounding boxess dataset in VIA format.

File name Type Format N annotations N images Comments
VIA_JSON_sample_1.json bboxes VIA 4440 50 Category ID is a string ("crab").
VIA_JSON_sample_2.json bboxes VIA 3977 50 Category ID is a string ("crab").

medium_bboxes_dataset_COCO

A medium size bounding boxess dataset in COCO format.

File name Type Format N annotations N images Comments
COCO_JSON_sample_1.json bboxes COCO 4344 100 Category ID is a number (1).
COCO_JSON_sample_2.json bboxes COCO 4618 100 Category ID is a number (1).

small_bboxes_dataset

A small size bounding boxess dataset in VIA, COCO and VIA-CSV formats.

File name Type Format N annotations N images Comments
small_bboxes_VIA.json bboxes VIA 3 3 One bounding box per frame.
small_bboxes_COCO.json bboxes COCO 3 3 One bounding box per frame.

small_bboxes_dataset_duplicates

A small size bounding boxess dataset in VIA, COCO and VIA-CSV formats with duplicate annotations.

File name Type Format N annotations N images Comments
small_bboxes_duplicates_VIA.json bboxes VIA 4 3 Duplicate annotation in frame 0, one annotation per frame in the rest of frames.
small_bboxes_duplicates_COCO.json bboxes COCO 4 3 Duplicate annotation in frame 0, one annotation per frame in the rest of frames.

small_bboxes_dataset_no_categories

A small size bounding boxess dataset in VIA, COCO and VIA-CSV formats without categories.

File name Type Format N annotations N images Comments
small_bboxes_no_cat_VIA.json bboxes VIA 3 3 No categories or supercategories are specified. This data is still supported
small_bboxes_no_cat_COCO.json bboxes COCO 3 3 No categories are specified, so no annotations are exported in COCO format. This data should throw an error.
small_bboxes_null_catID_COCO.json bboxes COCO 3 3 The category ID in the VIA tool is not an integer, so when exporting the annotations to COCO format the category ID is set to null. This data should throw an error.