Buildactive

Element Facemap

DataJoint Element for orofacial behavior tracking

Importance

100

DataJoint Element for facial inference and video-derived behavior features with Facemap.

Domains

Neural Data Infrastructure

Why It Matters

Facemap extracts rich behavioral signals from face videos. This Element enables reproducible Facemap processing integrated with neural data workflows.

What I Built

DataJoint schema for Facemap analysis
Automated SVD-based motion energy extraction
Cloud training for Facemap neural network
Integration with neural recording timestamps

Technical Highlights

Streaming video processingGPU-accelerated feature extractionMulti-view camera supportBehavioral event alignment

GitHub Repository

Primary language: Python

DataJoint Element for behavioral analysis with Facemap

View on GitHub

project

Loading signal

Preparing the next layer of the atlas.

Element Facemap

Why It Matters

What I Built

Technical Highlights

GitHub Repository

Related

neurOS-v1

neurOS

Neural Multimodal Transformer Mechanistic Interpretability

NeuroForge

Element DeepLabCut

Element Calcium Imaging

Element Facemap

Why It Matters

What I Built

Technical Highlights

GitHub Repository

Related

neurOS-v1

neurOS

Neural Multimodal Transformer Mechanistic Interpretability

NeuroForge

Element DeepLabCut

Element Calcium Imaging