Zebrafish Larvae Tracking & Behavioral Analysis
Automated deep-learning software for high-throughput tracking and behavioral analysis of zebrafish larvae in toxicology and drug-discovery studies.
Behavioral Analysis & ESLT Methodology
The Electrical Stimulation Locomotor Test (ESLT) triggers escape swims independently of sensory functions, enabling reproducible measurement of neuromuscular circuits and toxicant-specific behavioral defects.
High-Throughput ESLT Assay
Assess pre-feeding zebrafish larvae after standardized electrical stimulation, with consistent acquisition for toxicological and pharmacological screening.
FishNet Tracking
Locate fish heads, reconstruct body midlines, track crossing larvae, and classify balance loss.
Behavioral Modules
Bring together neuromuscular, postural control, and seizure-like behavior measurements into an integrated behavioral profile.
ESLT applications in toxicology and pharmacology
Research applications built around escape swim analysis, including toxicology, antidote screening, and energy expenditure simulations.
How DanioTracker Works
Preview the acquisition, tracking, and seizure-analysis workflow through representative zebrafish videos.
High-throughput acquisition
Standardized ESLT acquisition captures group swimming responses for robust, repeatable screening.
Accurate multi-fish tracking
FishNet maintains individual tracks and body geometry even when larvae cross or interact.
Seizure-like behavior
EpilepsyNet identifies seizure-like events and produces quantitative profiles for therapeutic screening.
Download DanioTracker
The desktop release packages the FishNet and EpilepsyNet workflow for local, high-throughput behavioral analysis.
Downloads are temporarily unavailable. DanioTracker download will open after publication.
FishNet was trained on high-resolution 4–7 dpf zebrafish recordings; substantially different imaging conditions will require fine-tuning.
Explore FishNet & EpilepsyNet
Explore the repositories for model architecture, training and inference code, annotation tools, and trained weights.
For help fine-tuning either model for your own recordings, contact theo.merce@danio-tracker.com .
Credits & Institutional Partners
