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

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

a toolkit for pose estimation using deep learning

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

Motion Planner for Self Driving Cars

Behavioral Observation Research Interactive Software

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.

Various scripts to support deeplabcut...

A deep learning framework for multi-animal pose tracking.

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

Use iterative feature pruning to identify hierarchical clusters.

Variational Animal Motion Embedding

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.

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

Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs

Social Signal Processing for Android

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

Headless DeepLabCut (no GUI support)

Mice Ultrasonic Profile ExTractor

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

A tool for operant conditioning experiments for Swift.

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

Repository containing Parameter Inference and Posterior Computation codes of CMAP

Analyze the online times of players on your Minecraft server by scanning the logfiles

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

Malicious code behavior analysis system based on API hook.

This is an open science project, here the code to analyse data obtained from mice home cage monitoring (especially homecagescan,HCS, cleversys Inc.)

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