Plant image analysis,
no coding required.

A collection of free, browser-based calculators for researchers and students. Upload a plant photograph and extract vegetation indices — ExG, GLI, VARI, and more — to estimate chlorophyll levels and canopy health non-invasively.

All processing happens in your browser. No data is uploaded to any server.

PixelVeg

Upload a plant image to compute mean RGB values and five vegetation indices. Exports results as CSV for use in spreadsheets or statistical software.

  • ExG
  • GLI
  • VARI
  • GEI
  • RGR
Open calculator
Coming soon

Calculator 2

A new analysis tool is in development. Check back soon.

In development
Coming soon

Calculator 3

A new analysis tool is in development. Check back soon.

In development

About the project

BioCalcHub was built to lower the barrier for plant phenotyping research. Traditional chlorophyll measurement requires destructive sampling or expensive instrumentation — this project explores what can be inferred from ordinary RGB photographs.

The tools are intended for exploratory analysis and education. Results depend on image quality, lighting conditions, and the proportion of background in the frame. For publication-grade measurements, validate against ground-truth data.

5 Vegetation indices
0 Lines of code needed
100% Browser-based