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DATA_DESCRIPTION.md

DATA_DESCRIPTION.md 2.7 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
via_project_30Jan2025_15h15m.json bboxes VIA 3 3 One bounding box per frame.
via_project_30Jan2025_15h15m_coco.json bboxes COCO 3 3 One bounding box per frame.
via_project_30Jan2025_15h15m_csv.json bboxes VIA-CSV 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
via_project_30Jan2025_15h15m.json bboxes VIA 4 3 Duplicate annotation in frame 0, one annotation per frame in the rest of frames.
via_project_30Jan2025_15h15m_coco.json bboxes COCO 4 3 Duplicate annotation in frame 0, one annotation per frame in the rest of frames.
via_project_30Jan2025_15h15m_csv.json bboxes VIA-CSV 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
via_project_30Jan2025_15h15m.json bboxes VIA 3 3 No categories or supercategories are specified. This data is still supported
via_project_30Jan2025_15h15m_coco.json bboxes COCO 3 3 No categories are specified, so no annotations are exported in COCO format. This data will throw an error.
via_project_30Jan2025_15h15m_csv.json bboxes VIA-CSV 3 3 No categories are specified.