Live Analysis Pipeline

Drop FlowCAM images or CSV exports — get instant EDA, clustering, and ML classification

⬇

Drop files or a folder here

Images (.jpg/.png), CSV exports, ZIP archives, or whole folders

Single images · ZIP archives · Folders (use folder button below)

Pipeline Progress
1
Parse & validate files
2
Extract features & EDA
3
Feature clustering (k-means)
4
ML classification
5
Build result visualizations
EDA
Clustering
Classification
Images
Data Table
Feature Distributions
Cell Area vs Aspect Ratio
Red / Green / Blue Channels
Fluorescence Index Distribution
Feature Correlation Summary (top pairs)
Cluster Distribution
Cluster Feature Means
Cluster Summary
Predicted Class Distribution
Average Class Probabilities
Per-Image Predictions (top 8 shown)
Loaded Images
Extracted Feature Data
Pipeline Log
Waiting for files...