BayOne Data Analysis Service

Multimodal animal behavior data analysis for preclinical and neuroscience research

BayOne delivers multimodal data analysis for animal behavior, neuroscience, disease models, and efficacy evaluation — turning video, 2D/3D pose, behavior sequences, kinematics, and experimental metadata into interpretable, reportable, publication-ready evidence.

Behavior Quantification2D / 3D Pose & KinematicsPhenotype Interpretation

SpeciesOverview

MouseMonkeyRatDogTree shrewChickenFruit fly

Species countProjects

Total samplesCumulative

12,188

Cumulative BehaviorAtlas® analysis samples

StrainsMouse

Service typeAll

Disease typesSubcategory

Disease taxonomyModels

Samples by system3D-AI

Species3D-AI

What data we analyze

Multimodal data from the BehaviorAtlas stack — 3D-AI mouse & NHP behavior, 2D mouse behavior, motor function, eye-tracking, and social assays into one interpretable pipeline.

BehaviorAtlas® 3D-AI

3D-AI Behavior Data

Multi-view video, 3D skeleton trajectories, action sequences, and ethograms from BehaviorAtlas 3D-AI — for disease phenotyping and efficacy evaluation.

Motor Function

Motor Function Data

Gait, limb kinematics, body-point velocity/intensity, joint angles, and height metrics — for Parkinson’s, SCI, ataxia, and related motor phenotypes.

EyeTracking

Eye-Tracking Data

Pupil, gaze, saccade, and pupil-diameter metrics from freely-moving or head-fixed systems — synced with behavior video and stimulus timelines.

3D-AI Social Pro

Social Behavior Data

Approach, follow, grooming, aggression events and 3D trajectories in dual-/multi-mouse social assays — for social-deficit models and interventions.

BehaviorAtlas® 3D-AI NHP

NHP 3D Behavior Data

Multi-view 3D reconstruction, skeleton trajectories, and ethograms for NHP — quantifying climbing, hanging, circling, locomotion, and large-space activity phenotypes.

2D-AI Behavior Analysis

2D Mouse Behavior Analysis

Open field, Morris water maze, Y-maze, three-chamber social, and other classic assays — accurate head/tail tracking with zone preference, distance, and dwell metrics.

Layered analysis capabilities

From tracking & reconstruction to quantification, scenario analysis, and platform collaboration — four layers that form a complete research loop.

Tracking & Reconstruction

A multi-species, multi-scenario tracking model matrix — 2D pose estimation and 3D skeleton reconstruction as the shared data foundation.

Multi-species & multi-scenario tracking models
2D pose estimation & trajectory tracking
3D multi-view reconstruction & skeleton output
Markerless capture support

Behavior Quantification

On top of tracking data — supervised and unsupervised quantification paths for ethograms, sequences, and interpretable structure.

Supervised Quantification

From labeled or known classes — proportions, duration, counts, transitions, and behavior timelines.

Unsupervised Quantification

Action clustering and motif discovery — extract interpretable structure from spontaneous behavior for exploratory phenotyping.

Core Scenario Analysis

Covering spontaneous behavior, arena modification, social, motor, eye-tracking, non-human primates, and multi-species supervised specific-behavior quantification.

Spontaneous Behavior Analysis

Single-mouse spontaneous behavior in open field and similar arenas — activity level, exploration preference, ethograms, and action sequences.

·Open-field spontaneous activity
·Exploration & spatial preference
·Ethogram / action sequences

Novel Object & Arena Modification

Add novel objects or modify arena layout — quantify approach, sniffing, exploration time, and preference shifts under novelty.

·Novel objects / arena changes
·Approach · sniff · exploration time
·Preference & novelty response

Social Behavior Analysis

Quantify social behavior in two same-color (all-black) mice — markerless individual identity and interaction event analysis.

·Same-color dual-mouse ID
·Markerless tracking
·Approach / follow / interaction events

Motor Function Analysis

Markerless 2D/3D pose-based gait and kinematic parameters — for Parkinson’s, SCI, and related motor phenotypes.

·Gait parameter extraction
·Markerless kinematics
·Limb & joint metrics

Eye-Tracking Analysis

Pupil, gaze, and saccade metrics — optionally combined with VR setups for cognition, attention, and visual function studies.

·Pupil / gaze / saccade
·VR-compatible
·Stimulus timeline sync

Non-Human Primates

Large-space and fine-motor scenarios for monkeys and other NHPs — quantify climbing, hanging, circling, locomotion, and activity range.

·Large-space multi-view 3D
·Climb / hang / circle / walk
·Complex pose quantification

Multi-Species Specific Behavior Quantification

Supervised, goal-driven analysis — once target behaviors are defined, extract and quantify one or multiple behaviors across single- or multi-species data.

·Supervised · defined target behaviors
·Single- or multi-behavior extraction
·Single- or multi-species

Device Integration & Maze Cloud

Beyond local multimodal analysis — integrate optogenetics, electrophysiology, and related data, plus cloud-based analysis for classic 2D maze assays.

External Device Integration

Co-analyze with optogenetics, electrophysiology, and related devices — align behavior with neural or stimulus timelines.

EthoAI Cloud Platform

Cloud-based behavior analysis for open field, Morris water maze, Y-maze, three-chamber social, and related classic 2D assays.

What you receive

Reports, data tables, research figures, annotated videos, and reusable project files in one delivery.

Analysis Report
PDF / Word analysis report covering experiment overview, methods, results, and conclusions.
Processed Data Tables
CSV / Excel / h5 parameter tables, behavior tables, and statistical result tables.
Visualization Figures
Ethograms, heatmaps, trajectories, cluster plots, statistical charts, and model comparisons.
Annotated Videos
Video clips with skeletons, bounding boxes, and behavior labels.
Reusable Project Files
BehaviorAtlas project files, model predictions, and parameter configs.