microplastics

Using Machine Learning, Image Recognition, and Computer Vision to detect microplastics in water samples.

(micro)Plastic Spectroscopy Analysis Tool

Explainable Detection of Microplastics using Transformer Neural Networks. Includes codes for a classification transformer aimed at classifying microplastic FTIR data.

An R package to read and process Agilent Cary 620 FTIR microscope images

Using YOLOv5 to detect and classify microplastics fragments from images

The scripts uploaded in this repository were developed for the automated processing of fluorescence microscopy images of Nile Red stained microplastics

2021 International Genetically Engineered Machine competition

Revised version of the standard data checker, to be used as a template for starting any data checker app

Application for object detection of microfibers in sludge samples extracted from residual water treatment plants.

Code and data for the paper “Direct radiative effects of airborne microplastics” by Revell et al. (2021)

MarILCA Characterization Factors for Microplastics, Tire Particles and Cellulosic Fibers in Life Cycle Assessment: Regionalized impacts in marine, freshwater and terrestrial ecosystems

Data and code repository for MicroPlastiX spectroscopic measurements

MicroMorph: The Microplastic Shape and Size Analyzer

ToMEx 2.0 Ecological Risk Assessment (PSSD++)

Segment, count and measure particles in SEM and TEM micrographs with Segment Anything Model

A repository of our code for our master's program.

This repository contains a new lagrangian particle tracking model for biofouled microplastic particles in a turbulent environment.

AquaPlastix: polarized-imaging microplastic analyzer on Raspberry Pi with fine-tuned ResNet-50 (PALS Innowah National Finalist)

detect microplastics in water with python, flask, and RoboFlow