behavior-analysis

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

A selection of state-of-the-art research materials on trajectory prediction

a toolkit for pose estimation using deep learning

A list of Human-Object Interaction Learning.

A deep learning framework for multi-animal pose tracking.

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.

Motion Planner for Self Driving Cars

Behavioral Observation Research Interactive Software

Variational Animal Motion Embedding

Open-source datasets for anyone interested in working with network anomaly based machine learning, data science and research

Various scripts to support deeplabcut and what to do afterwards!

live, low-latency markerless multi-camera 3D animal tracking system

Use iterative feature pruning to identify hierarchical clusters.

Closed-loop behavioral experiment toolkit using pose estimation of body parts.

Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs

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.

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans

Headless DeepLabCut (no GUI support)

Social Signal Processing for Android

Owlyshield is an open-source AI-driven behaviour based antiransomware engine written in Rust.

Mice Ultrasonic Profile ExTractor

SIPEC: the deep-learning Swiss knife for behavioral data analysis

A teaching machine for free behavioral experiments

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.

Hyperionix community driven repository of open-source packages

Dockerfile for DeepLabCut 2.0 (https://github.com/AlexEMG/DeepLabCut)

A tool for operant conditioning experiments for Swift.

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

Code examples for the book Behavior Analysis with Machine Learning and R

Repository containing Parameter Inference and Posterior Computation codes of CMAP