DAMUNT

Domain adaptive multi-ant tracking dataset (DAMUNT) is a dataset formulated to address the ant tracking problem with domain adaptation. Domain adaptation addresses the challenge of generating labelled data in rapidly evolving experiments involving social insects. The dataset consists of 57 video sequences that were recorded in a standard laboratory environment as part of an actual biological experiment. Serving as a domain adaptation dataset, it encompasses a source domain containing 33 training videos, along with a target domain comprising 18 training videos and 6 test videos. The primary objective of this challenge is to evaluate the performance of multi-object tracking on the target domain, where labels are not available for training.

Training Set

Sample	Name	FPS	Resolution	Length	Tracks	Boxes	Density	Description	Source	Ref.
	CU10L1B4In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU30L1B6In_0	25	1024x542	500 (00:20)	0	0	0.0	A target domain sequence.	link	[1]
	CU25L1B4In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU50L1B6Out_0	25	1024x542	500 (00:20)	0	0	0.0	A target domain sequence.	link	[1]
	CU10L1B4Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU10L1B5Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU10L1B1In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU25L1B4Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU10L1B1Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU10L1B5In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU15L1B4Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU15L1B1Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU50L1B6In_0	25	1024x542	500 (00:20)	0	0	0.0	A target domain sequence.	link	[1]
	CU20L1B1In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU25L1B1In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU10L1B6Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU20L1B4In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU25L1B1Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	OU10B1L3In_0	25	1024x542	500 (00:20)	16	3223	6.4	A source domain sequence.	link	[1]
	OU50B2L3In_0	25	1024x542	720 (00:29)	53	33383	46.4	A source domain sequence.	link	[1]
	OU50B2L2In_0	25	1024x542	500 (00:20)	52	23859	47.7	A source domain sequence.	link	[1]
	OU10B3L2In_0	25	1024x542	720 (00:29)	10	7187	10.0	A source domain sequence.	link	[1]
	OU10B1L1In_0	25	1024x542	500 (00:20)	26	3754	7.5	A source domain sequence.	link	[1]
	OU50B3L3In_0	25	1024x542	500 (00:20)	49	23105	46.2	A source domain sequence.	link	[1]
	OU10B3L2Out_0	25	1024x542	720 (00:29)	10	7200	10.0	A source domain sequence.	link	[1]
	OU10B1L2In_0	25	1024x542	500 (00:20)	13	1952	3.9	A source domain sequence.	link	[1]
	OU10B3L3Out_0	25	1024x542	720 (00:29)	10	7200	10.0	A source domain sequence.	link	[1]
	OU10B1L2Out_0	25	1024x542	500 (00:20)	10	5000	10.0	A source domain sequence.	link	[1]
	OU50B1L2Out_0	25	1024x542	500 (00:20)	47	22979	46.0	A source domain sequence.	link	[1]
	OU10B1L1Out_0	25	1024x542	500 (00:20)	10	5000	10.0	A source domain sequence.	link	[1]
	OU10B3L1In_0	25	1024x542	720 (00:29)	11	7120	9.9	A source domain sequence.	link	[1]
	OU50B1L3In_0	25	1024x542	500 (00:20)	92	17956	35.9	A source domain sequence.	link	[1]
	OU10B2L3In_0	25	1024x542	720 (00:29)	11	7110	9.9	A source domain sequence.	link	[1]
	OU10B1L3Out_0	25	1024x542	500 (00:20)	10	5000	10.0	A source domain sequence.	link	[1]
	OU50B1L3Out_0	25	1024x542	500 (00:20)	49	24500	49.0	A source domain sequence.	link	[1]
	OU50B3L3Out_0	25	1024x542	500 (00:20)	49	24500	49.0	A source domain sequence.	link	[1]
	OU10B2L2Out_0	25	1024x542	720 (00:29)	10	7200	10.0	A source domain sequence.	link	[1]
	OU50B1L2In_0	25	1024x542	500 (00:20)	72	17648	35.3	A source domain sequence.	link	[1]
	OU10B2L1Out_0	25	1024x542	720 (00:29)	10	7200	10.0	A source domain sequence.	link	[1]
	OU10B2L2In_0	25	1024x542	720 (00:29)	11	6210	8.6	A source domain sequence.	link	[1]
	OU50B3L1In_0	25	1024x542	500 (00:20)	50	22572	45.1	A source domain sequence.	link	[1]
	OU50B2L1In_0	25	1024x542	720 (00:29)	55	32638	45.3	A source domain sequence.	link	[1]
	OU10B2L1In_0	25	1024x542	720 (00:29)	17	5097	7.1	A source domain sequence.	link	[1]
	OU50B1L1Out_0	25	1024x542	500 (00:20)	49	23553	47.1	A source domain sequence.	link	[1]
	OU10B3L3In_0	25	1024x542	720 (00:29)	10	7110	9.9	A source domain sequence.	link	[1]
	OU50B2L2Out_0	25	1024x542	720 (00:29)	50	36000	50.0	A source domain sequence.	link	[1]
	OU50B3L2In_0	25	1024x542	500 (00:20)	52	22992	46.0	A source domain sequence.	link	[1]
	OU10B2L3Out_0	25	1024x542	720 (00:29)	9	6480	9.0	A source domain sequence.	link	[1]
	OU50B3L2Out_0	25	1024x542	500 (00:20)	49	24500	49.0	A source domain sequence.	link	[1]
	OU10B3L1Out_0	25	1024x542	720 (00:29)	10	7200	10.0	A source domain sequence.	link	[1]
	OU50B1L1In_0	25	1024x542	500 (00:20)	69	14972	29.9	A source domain sequence.	link	[1]
	Total			32100 frm. (1290 s.)	1051	471400	14.7

Test Set

Sample	Name	FPS	Resolution	Length	Tracks	Boxes	Density	Description	Source	Ref.
	CU10L1B6In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU20L1B4Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU15L1B1In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU30L1B6Out_0	25	1024x542	500 (00:20)	0	0	0.0	A target domain sequence.	link	[1]
	CU20L1B1Out_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	CU15L1B4In_0	25	1024x542	720 (00:29)	0	0	0.0	A target domain sequence.	link	[1]
	Total			4100 frm. (165 s.)	0	0	0.0

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