Automated and
High-Throughput
C. elegans Behavior
Analysis Platform

A streamlined system for real-time multi-target tracking, morphology extraction, and behavioral quantification with a clean report experience.

Paper
Pengfei Song's Lab at Xi'an Jiaotong - Liverpool University
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Instruction: MP4/AVI/MOV, recommended 640x480 to 1920x1080, max 1MB. Videos within 1 minute can be analyzed without registration; > 1 minute requires login. Recent Tasks only shows the latest 5 tasks.
Recent Tasks (Latest 5) Default Demo
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Demo report is ready below Review videos, metrics, tracking plots, raw tables, and export files.
View Report

System Algorithm Performance Metrics

01
Preprocess
Image preprocessing & enhancement
-- ms
02
Inference
Deep learning model detection
-- ms
03
NMS
Non-maximum suppression
-- ms
04
Tracker Update
StrongSORT multi-object tracking
-- ms

Comprehensive Analysis Report

Video Insights Tracking Data
Visualization

01. Video Verification

Original footage vs AI-enhanced tracking visualization

Original Footage
AI Processed Result
Insights

02. Automated Conclusion

High-level summary of biological findings

Comprehensive Analysis Conclusion
Generating analysis report...
Population Metrics
Analysis

03. Tracking Dynamics

Detailed behavior and movement plots per individual

Data

04. Data Tabulation

Raw extracted parameters for all detected individuals

Worm ID Frames Tracked Avg Length (mm) Avg Width (mm) Avg Speed (px/s) Bends Avg A(-6) (deg) Avg A(-3) (deg) Avg A(0) (deg) Avg A(+3) (deg) Avg A(+6) (deg) Avg Bend (deg)
Exports

Download Files

Browse result folders and download analysis outputs

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