README.md

metadata

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. 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
• Project overview (GitHub Pages): snaidu20.github.io/MicroPlastiNet

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