README.md

---
title: MicroPlastiNet Dashboard
emoji: 🌊
colorFrom: yellow
colorTo: blue
sdk: docker
app_port: 7860
pinned: false
license: mit
short_description: Engineering prototype · Synthetic data only
---

# MicroPlastiNet — Interactive Compliance Dashboard

⚠️ **Honest disclosure — engineering prototype, synthetic data only.**

This Hugging Face Space hosts the live Plotly Dash dashboard for the
[MicroPlastiNet project](https://github.com/snaidu20/MicroPlastiNet). All
station data, polymer composition, source attribution, forecasts, and alerts
shown in the interface are **procedurally generated** — the author does not
currently have access to real datasets (NOAA NCEI, Rochman SLoPP/FLOPP, Kaggle
Microplastic CV, MP-Set, HydroSHEDS, ERA5).

The M3 source-attribution head currently **fails** on held-out evaluation
(top-1 accuracy = 0.0, mean Spearman ρ = −0.27). Treat this as a methodology
demo and a deployable engineering scaffold, not a validated scientific result
or anything suitable for operational monitoring or regulatory submission.

## Links

- **Source code:** [github.com/snaidu20/MicroPlastiNet](https://github.com/snaidu20/MicroPlastiNet)
- **Project overview (GitHub Pages):** [snaidu20.github.io/MicroPlastiNet](https://snaidu20.github.io/MicroPlastiNet/)

Author: Saikumar Reddy Naidu · CS Graduate, Florida Atlantic University.