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
animal-pose-estimation behavior-analysis deep-learning deeplabcut feature-detectors keypoint-detection keypoint-tracking labeling-tool pose-estimation toolbox
Language:Python 5336
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 1622
DirtyHarryLYL / HOI-Learning-List
A list of Human-Object Interaction Learning.
action-recognition activity-recognition behavior-analysis human-object-interaction
678
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 526
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 416
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 402
paninski-lab / lightning-pose
Accelerated pose estimation and tracking using semi-supervised learning
pose-estimation pytorch-lightning behavior-analysis
Language:Python 275
BORIS
olivierfriard / BORIS
Behavioral Observation Research Interactive Software
animal-behavior animal-behaviour behavior-analysis ethology video-coding
Language:Python 220
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 202
LINCellularNeuroscience / VAME
Variational Animal Motion Embedding - A tool for time series embedding and clustering
neuroscience behavior-quantification variational-autoencoder vame behavior-analysis
Language:Python 195
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 166
DeepLabCut / DLCutils
Various scripts to support deeplabcut and what to do afterwards!
behavior-analysis clustering-algorithm deeplabcut
Language:Jupyter Notebook 156
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
128
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 62
strawlab / flydra
live, low-latency markerless multi-camera 3D animal tracking system
behavior-analysis pose-estimation multi-camera-tracking
Language:Python 61
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 60
xychang / RecursiveHierarchicalClustering
Use iterative feature pruning to identify hierarchical clusters.
clustering behavior-analysis visualization
Language:Python 55
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 52
SIPEC-Animal-Data-Analysis / SIPEC
SIPEC: the deep-learning Swiss knife for behavioral data analysis
gpus pose-estimation segmentation behavior-analysis
Language:Python 47
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 45
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
hcmlab / ssj
Social Signal Processing for Android
android behavior-analysis classification machine-learning mobile sensors signal-processing
Language:Java 32
CodeGRITS
codegrits / CodeGRITS
CodeGRITS: A Research Toolkit for Developer Behavior and Eye Tracking in IDE
behavior-analysis data-collector empirical-software-engineering eye-tracking jetbrains-plugin
Language:Java 30
DeepLabCut-core
DeepLabCut / DeepLabCut-core
Headless DeepLabCut (no GUI support)
behavior-analysis deep-learning deeplabcut pose-estimation pose-tracking
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 27
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 17
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 15
Mishne-Lab / DBE-Disentangled-Behavior-Embedding
Official Implementation of "Learning Disentangled Behavior Embeddings"
behavior behavior-analysis neuroscience
Language:Jupyter Notebook 14
cpicanco / stimulus_control
A teaching machine for free behavioral experiments
stimulus-control behavior-analysis prototype pascal
Language:Pascal 12
carlwharris / DeepAction
Toolbox for classification of animal behavior in video
action-recognition animal-behavior behavior-analysis deep-learning machine-learning
Language:MATLAB 11
mvansegbroeck-zz / mupet
Mice Ultrasonic Profile ExTractor
mice repertoire vocalizations neuroscience audio-analysis ultrasonic-audio-waves autism behavior-analysis behavior-genetics
Language:MATLAB 11
Ivan-Markovic / TwitterFun
Collection of scripts that utilize Twitter API for suspicious behavior analysis
behavior-analysis bot botnet-detection osint twitter twitter-api twitter-bot social-network-analysis
Language:Python 9
MSA-LMC / DAT
[MM 2024] The official implementation code for "DAT: Dialogue-Aware Transformer with Modality-Group Fusion for Human Engagement Estimation"
behavior-analysis conversational-ai engagement-estimation group-chat
Language:Python 9
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
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 single-case-design visual-analysis
Language:HTML 8

behavior-analysis

DeepLabCut / DeepLabCut

jiachenli94 / Awesome-Interaction-Aware-Trajectory-Prediction

DirtyHarryLYL / HOI-Learning-List

talmolab / sleap

SitinCloud / Owlyshield

jgraving / DeepPoseKit

paninski-lab / lightning-pose

olivierfriard / BORIS

YttriLab / B-SOID

LINCellularNeuroscience / VAME

enginBozkurt / MotionPlanner

DeepLabCut / DLCutils

cisco-ie / telemetry

TA3 / web-user-behaviour

strawlab / flydra

SchwarzNeuroconLab / DeepLabStream

xychang / RecursiveHierarchicalClustering

iteal / wormpose

SIPEC-Animal-Data-Analysis / SIPEC

aras62 / SF-GRU

Pranshu258 / Crowd_Behavior_Analysis

hcmlab / ssj

codegrits / CodeGRITS

DeepLabCut / DeepLabCut-core

tanqiu98 / 2G-GCN

processquerying / PQL

sollan / alma

Mishne-Lab / DBE-Disentangled-Behavior-Embedding

cpicanco / stimulus_control

carlwharris / DeepAction

mvansegbroeck-zz / mupet

Ivan-Markovic / TwitterFun

MSA-LMC / DAT

enriquegit / behavior-code

MichaelYin1994 / kesci-mobile-behavior

miyamot0 / fxl