Awesome Behavior Datasets

Open-source datasets for animal behavioral video analysis.

Contents

• Overview
• Contribution

Overview

Mentioned in our papers

Reference        first author/year	Name     for short	Species	Experiment	Size pixel2	Resolution pixel/mm	Length d/h/min/s	Rate frame/s	Link	Note
Pereira et al. 2022	flies13	fly	freely interacting pairs of virgin male and female	1024x1024	30.3	30min	200	data demo	labeled 2,000 frames with a 13 node skeleton
	mice_hc	mouse	pairs of male and female in a home cage with bedding	1280x1024	1.9	5min	40		labeled 1,474 frames with a 5 node skeleton
Lauer et al. 2022	marmosets	marmoset	pairs of male and female (one had light blue dye)	1080x1080		9h	30	data	used 7,600 labeled frames from 40 individuals with 15 body points
Sturman et al. 2020	OFT	mouse	open field arena (45×45×40 cm)			10min		data labels	distance, time in center, supported rears and unsupported rears were recorded
	EPM		arms (65.5×5.5 cm) elevated 61.5 cm						distance, velocity, time in zone (open/closed arms + center) and head dips were recorded
	FST		beaker (20 cm diameter, 25 cm deep) filled to 17 cm water			6min
Liu et al. 2020	a_common_hub	mouse			30				labeled ~3,000 random and 5,000 continuous masks, also with EEG and EMG recorded
Salem et al. 2016	fisheye_3d	mouse							labeled 6,500 frames with 4 key-points

Here we summarize some datasets for animal keypoints tracking

Reference        first author/year	Name     for short	Species	pictures_num	Keypoints_num	have_box	Link	Note
Yu et al. 2021	AP-10K	mammals	10015	17	True	data	23 animal families and 54 species
Yao et al. 2021	OMC	Monkey	111,529	17	True	data	23 animal families and 54 species

Others

Reference        first author/year	Name     for short	Species	pictures_num	Keypoints_num	have_box	Link	Note
Cao et al. 2019	Animal-Pose	dog, cat, cow, horse, sheep	4,000+	20	True	data	also contains bounding box annotations for other 7 animal categories
Mathis et al. 2021	Horse-10	horse	8,000+	22	False	data	30 diverse Thoroughbred horses
Labuguen et al. 2020	MacaquePose	macaque monkeys	13，083	17	True	data	30 diverse Thoroughbred horses
Pereira et al. 2019	Vinegar Fly	Fly	1349	32	False	data	frame:192*192
Graving et al. 2019	Desert Locust	Desert Locust	69	35	True	data	30 diverse Thoroughbred horses
Graving et al. 2019	Grévy’s Zebra	Grévy’s Zebra	809	9	True	data	30 diverse Thoroughbred horses
Li et al. 2020	ATRW	Amur tiger	8000+	17	True	data	the largest wildlife re-ID dataset to date
Ng et al. 2022	Animal Kingdom	Animal	8000+	23	True	data	140 Action Description, List of >850 animals and classification、Action Recognition、Pose Estimation、Video Grounding
Yang et al. 2022	APT-36k	Animal	36,000	17	True	data	2,400 video clips covering 30 different animal species from different scenes

Contribution

• Hao Zhai
• Haiyang Yan

Please contribute if you think a new dataset or a relevant paper is missing.