behavior-analysis

There are 14 repositories under behavior-analysis topic.

DeepLabCut
DeepLabCut / DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
behavior-analysis deep-learning pose-estimation feature-detectors toolbox deeplabcut animal-pose-estimation labeling-tool keypoint-tracking keypoint-detection
Language:Python 4318
jiachenli94 / Awesome-Interaction-Aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
trajectory-prediction trajectory-generation social-interactions behavior-prediction computer-vision machine-learning artificial-intelligence deep-learning autonomous-driving autonomous-vehicles multiagent-systems multiagent-learning motion-prediction paper path-predictions vehicle-trajectory traffic pedestrian-trajectories human-trajectory-prediction behavior-analysis
Language:TeX 1380
DirtyHarryLYL / HOI-Learning-List
A list of Human-Object Interaction Learning.
human-object-interaction action-recognition activity-recognition behavior-analysis
509
sleap
talmolab / sleap
A deep learning framework for multi-animal pose tracking.
pose-estimation deep-learning behavior-analysis sleap leap animal-pose-estimation animal-tracking
Language:Python 388
DeepPoseKit
jgraving / DeepPoseKit
a toolkit for pose estimation using deep learning
animal animal-pose-estimation behavior-analysis deep-learning deepposekit estimation keras machine-learning neural-networks pose pose-estimation python tensorflow
Language:Python 385
SitinCloud / Owlyshield
Owlyshield is an EDR framework designed to safeguard vulnerable applications from potential exploitation (C&C, exfiltration and impact).
cybersecurity antivirus behavior-analysis ransomware edr machine-learning malware malware-analysis malware-research threat-hunting command-and-control exfiltration impact
Language:Rust 373
YttriLab / B-SOID
Behavioral segmentation of open field in DeepLabCut, or B-SOID ("B-side"), is a pipeline that pairs unsupervised pattern recognition with supervised classification to achieve fast predictions of behaviors that are not predefined by users.
deeplabcut unsupervised-learning-algorithm behavior-analysis dimensionality-reduction neuroscience discover-behaviors umap-hdbscan openpose sleap
Language:Python 175
BORIS
olivierfriard / BORIS
Behavioral Observation Research Interactive Software
video-coding behavior-analysis animal-behavior animal-behaviour ethology
Language:Python 164
enginBozkurt / MotionPlanner
Motion Planner for Self Driving Cars
motion-planning autonomous-driving self-driving-cars behavior-analysis local-planner collision-checking path-planning
Language:Python 159
LINCellularNeuroscience / VAME
Variational Animal Motion Embedding - A tool for time series embedding and clustering
neuroscience behavior-quantification variational-autoencoder vame behavior-analysis
Language:Python 158
DeepLabCut / DLCutils
Various scripts to support deeplabcut and what to do afterwards!
deeplabcut behavior-analysis clustering-algorithm
Language:Jupyter Notebook 135
cisco-ie / telemetry
Open-source datasets for anyone interested in working with network anomaly based machine learning, data science and research
network-analysis network-monitoring behavior-analysis machine-learning machinelearning data-science deep-learning automation network-automation auto-remediation
110
strawlab / flydra
live, low-latency markerless multi-camera 3D animal tracking system
behavior-analysis pose-estimation multi-camera-tracking
Language:Python 56
xychang / RecursiveHierarchicalClustering
Use iterative feature pruning to identify hierarchical clusters.
clustering behavior-analysis visualization
Language:Python 55
SchwarzNeuroconLab / DeepLabStream
Closed-loop behavioral experiment toolkit using pose estimation of body parts.
neuroscience-methods behavior-analysis animal-behavior animal-science deeplabcut closed-loop-experiments
Language:Python 51
wormpose
iteal / wormpose
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
python machine-learning deep-learning pose-estimation animal-pose-estimation tensorflow tensorflow2 c-elegans worm synthetic-dataset-generation synthetic-images neural-network tierpsy behavior-analysis elegans wormpose computer-vision
Language:Python 45
aras62 / SF-GRU
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs
action-anticipation prediction autonomous-driving behavior-analysis computer-vision-algorithms
Language:Python 44
Pranshu258 / Crowd_Behavior_Analysis
Crowd behavior analysis is an important field of research in modern world. It has wide applications in surveillance and public safety which are one of the prime social concerns. One way to analyze crowd behavior is obtain crowd movement data and then find out outliers in the individual trajectories to infer any abnormal behavior in the crowd.
crowd behavior-analysis trajectory-analysis
Language:Python 40
SIPEC-Animal-Data-Analysis / SIPEC
SIPEC: the deep-learning Swiss knife for behavioral data analysis
gpus pose-estimation segmentation behavior-analysis
Language:Python 39
TA3 / web-user-behaviour
JS Library for user behaviour tracking from the browser, using mouse movements, clicks, scroll, and time on page.
behavior behavior-analysis browser heatmap javascript security tracking
Language:JavaScript 37
hcmlab / ssj
Social Signal Processing for Android
android behavior-analysis classification machine-learning mobile sensors signal-processing
Language:Java 31
DeepLabCut-core
DeepLabCut / DeepLabCut-core
Headless DeepLabCut (no GUI support)
deeplabcut deep-learning pose-estimation pose-tracking behavior-analysis
Language:Python 30
tanqiu98 / 2G-GCN
Code for the ECCV'22 paper "Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos".
computer-vision eccv2022 human-motion human-object-interaction activity-recognition behavior-analysis dataset
Language:Python 21
processquerying / PQL
Process Query Language (PQL) is a special-purpose programming language for managing process models based on information about process instances that these models describe. PQL is based upon temporal logic and adopts the concrete syntax of SQL.
querying process process-modeling process-model event-log process-querying programming-language process-query-language query-language pql sql-like behavior-analysis
Language:Java 16
Mishne-Lab / DBE-Disentangled-Behavior-Embedding
Official Implementation of "Learning Disentangled Behavior Embeddings"
behavior behavior-analysis neuroscience
Language:Jupyter Notebook 14
sollan / alma
Fully automated (rodent) limb motion analysis toolbox for behavioral analysis with bodypart coordinate data, building upon markerless pose estimation.
gait-analysis pose-estimation behavior-analysis rodent-behaviors motion-tracking data-analysis computer-vision python opencv deeplabcut statistical-modelling animal-tracking curve-fitting multiple-sclerosis neuroscience neuroscience-experiments spinal-cord-injury
Language:Python 12
mvansegbroeck-zz / mupet
Mice Ultrasonic Profile ExTractor
mice repertoire vocalizations neuroscience audio-analysis ultrasonic-audio-waves autism behavior-analysis behavior-genetics
Language:MATLAB 11
cpicanco / stimulus_control
A teaching machine for free behavioral experiments
behavior-analysis pascal prototype stimulus-control
Language:Pascal 10
enriquegit / behavior-code
Code examples for the book Behavior Analysis with Machine Learning and R
machine-learning data-science r sensors-data-collection behavior-analysis pattern-recognition
Language:R 8
eqs / DeepLabCut-Docker
Dockerfile for DeepLabCut 2.0 (https://github.com/AlexEMG/DeepLabCut)
behavior-analysis deeplabcut docker
Language:Dockerfile 8
hyperionix / packages
Hyperionix community driven repository of open-source packages
hyperionix-packages security windows low-level endpoint probes monitoring behavior-analysis
Language:Lua 8
Ivan-Markovic / TwitterFun
Collection of scripts that utilize Twitter API for suspicious behavior analysis
behavior-analysis bot botnet-detection osint social-network-analysis twitter twitter-api twitter-bot
Language:Python 8
MichaelYin1994 / kesci-mobile-behavior
2020新网银行金融科技挑战赛 AI算法赛道A榜14, B榜16解决方案
ecg-classification behavior-analysis time-series time-series-classification deep-learning
Language:Python 8
miyamot0 / fxl
FXL is an R package designed to accommodate the unique features and conventions commonly used when visualizing single case data. At present, these conventions are only accommodated in spreadsheet software (thus, faux XL).
behavior-analysis r visual-analysis single-case-design
Language:HTML 8
carlwharris / DeepAction
Toolbox for classification of animal behavior in video
action-recognition animal-behavior behavior-analysis deep-learning machine-learning
Language:MATLAB 7
YutoMizutani / OperantKit
A tool for operant conditioning experiments for Swift.
operant operant-conditioning behavior behavior-analysis eab instrumental-conditioning swift
Language:Swift 6